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biotechnolgy Flashcards

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4441786486geneA segment of DNA on a chromosome that codes for a specific trait0
4441791277cloningA process in which a cell, cell product, or organism is copied from an original source.1
4441793982genetic modificationthe use of biotechnology to change the genes of a plant or animal2
4441800665bio remediation______ is the biological treatment of hazardous waste by organisms.3
4441804608biotechnolgyUsing living things to produce useful products4

AP World History chapter 14 Flashcards

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3333024053Who did Muhammad marry first? How did that benefit him?He married Khadija. He gained position of some prominence in Mecca.0
3333033476Describe the religions most practiced in the Arabian peninsular before Muhammad's time.Most Arab were Animism (polytheism) or practiced Judaism.1
3333051629Who are the Ummayads?Muhammad's family who refused to adopt Muhammad's religion.2
3333057179Describe Muhammad's spiritual transformationAbout 600 CE, Muhammad met the angel Gabriel who instructed him to go and educate the public on Allah.3
3333063701What is the Quran?Written texts or "recitations" on Muhammad's revelations which became the holy book of Islam.4
3333074783What is Hadith?Most important religious guidance after Qaran that include sayings attributed to Muhammad and accounts of his deeds.5
3333081348Describe the conflict that arose in Mecca with Muhammad's influence.The wealthy elites (Ummayads) felt threatened by Muhammad's claim that Allah was the only God since their economy depended on polytheistic idolatry. Thus they started persecuting the prophet and his followers.6
3333106261Name and describe one of the most famous shrines in MeccaThe Ka'ba. It drew worshipers from all over Arabia as well as wealth. It's the cornerstone of Islamic faith.7
3333113032What is hijra?Muhammad's move to Medina and the starting point of the official Islamic calendar.8
3333120618Who did Muhammad claim to be?He claimed himself as the "seal of the prophet" as well as final prophet sent by Allah.9
3333123226What is hajj?Muhammad's pilgrimage to Mecca.10
3333128902What are the 5 pillars of Islam?1. Acknowledging Allah 2. Praying to Allah daily facing Mecca 3. Observe a fast 4. Contribute alms for weak and poor 5. Make at least 1 pilgrimage to Mecca (if financially and physically capable)11
3333138376What is "jihad"?"Struggle" against vice and ignorance of Islam or holy war.12
3333148120What is the Sharia?Islamic law (originating from Quran and Hadith) that became the doctrine of Muslim and further expanded as a way of life.13
3333163170Who leaded the Umma after Muhammad's death?Abu Bakr who was the "caliph" (deputy) as well as Muhammad's father-in-law uncle.14
3333164951What is a "caliph"?Plotical and religious leader.15
3333175878What were the difficulties the Islamic faith faced after Muhammad's death?Division among selecting caliphs. Debated over Ummayads (descendants of Muhammad) vs devout followers that may or may not be Muhammad's descendants.16
3333182301Who is Umar?Leader after Abu who was a convert as well as a trusted adviser. He was murdered.17
3333190222Who took lead after Umar?Uthman who was also murdered. He was Muhammad's cousin.18
3343436894What is the Umma?Community of the faithful19
3343454472How can caliph be compared to caesoropapism?Power in politics and religions20
3343459943How did the power split over the appointing of caliphs?Ummayads vs Hashimites21
3343472151When did the Umayyad dynasty officially begin?After the killings of Hashimites22
3343479229Describe the Umayyad dynastyOne of the most thriving merchant clans in Mecca. Established capital at Damascus.23
3343492853Who was the first caliph of Umayyad dynasty?Muawya24
3343508032What problems came up in the Umayyad administration?Tightly centralized rule and favoring the Arabs (Arab aristocracy)25
3343515126Describe the policy enacted towards the conquered people in the Islamic realmAllowed conquered people to practice their own religion in exchange for heavy taxes (jizya) and did not give opportunity to acquire wealth to those who converted26
3343528022What 2 religions were considered as "people in the book"?Christians and Jews27
3343543018How did Islamic faith spread to Spain?A caliph of Umayyad dynasty established his "caliphship" in northern Spain.28
3343550906Why did the Umayyad dynasty begin to decline?Shia faction claiming that Ali's descendants as caliphs and the resentment of conquered people along with lack of focus in leadership.29
3343562461What marked the end of the Umayyad dynasty?The Persian attack led by Abul-al-Abbas. He annihilated the Umayyad clan and founded the Abbasid dynasty which was the principle source of authority in the "dar-al-islam" until the Mongols30
3343571598What happened in 732CE?Battle of Tours in Europe31
3343582631Describe the difference between Umayyad dynasty and Abbasid dynastyAbbasid dynasty did not favor Arab aristocracy, was not a conquering dynasty, and had good administration32
3343590024Describe the Abbasid governmentCosmopolitan government, relied heavily on Persian techniques of stagecraft, and central authority came from Baghdad (new capital). Had internal income, and postal service.33
3343602742How did Persian traditions influence Islam?Persian traditions influenced Islamic political and cultural leaders, and influenced literature, poem, and political reflection34
3343609563Name 2 famous literature of the Persian societyRubaiyat and The Arabian Nights35
3343613406How did Greek influence Islamic realm?Greek philosophical, scientific, and medical writings. Plate and Aristotle's works were interpreted in commentaries.36
3343618318When did all the foreign influence occur?During the Abbasid dynasty37
3351618474Describe the battle at Talas RiverEnded the expansion of Tang dynasty38
3351658460Who are the "Ulama" and "qadis"?"People with knowledge" and "judges". They are pious scholars who developed public policy in accordance with the Quran and "sharia"39
3351684901Who was the most prominent ruler in Abbasid dynasty? What things did he do?Harun al-Rashid. He supported writers and artists. He donated gifts on his favorites, distributed money to poor, and send presents to Charlemagne.40
3351711150Describe the decline of AbbasidSuccession issues among Harun's sons became a big problem --> decline of imperial power --> local bases seceding --> division of Shia sect--> caliphs became puppets41
3351730845Who took over the Abbasid dynasty? (name them by order)Persian noble family seized control, then the sultan (Saljuq Turks), and then the Mongols42
3351739448When did the mongols take over?1258 CE43
3351748011How did the power of caliphs decline?When the Turks came they introduced Sultans to rule along with caliphs and gave most power to sultans starting from religious power.44
3351773514Where did the veiling of women come from?Persians45
3403477551Where did Muhammad flee to from Mecca?Medina46
3403479412What is "Dar al Islaam"?The house of Islam47
3403484310Describe the overland trade travel in the Islamic EmpireMostly used camel caravan and Dar-al-Islaam took over silk road48
3403488861What technologies contributed in maritime trade?Compasses from China, lateen sail from Indians and Asians, and astrolabe from Hellenistic Mediterranean49
3403501562Describe how banking stimulated economy in the Islamic Empire?Provided large scaled service, exchanged difficult currencies, and issued "sakk" (checks).50
3403507460What is Al-Andalus?Islamic Spain that formed Cordoba51
3403518427How did the Quran affect women's life?Quran promoted equal rights to women under Allah such as offering dowries to wives, and Muhammad also treated his wives well which served as an example. Yet, the Quran reinforced male's authority over female's leading to a strong patriarchal society52
3403533767Who were the most effective Islamic missionaries? Describe their practices.The "Sufis". They didn't value formal teachings of Islamic doctrines, and rather valued devotion to Allah and spiritual awareness53
3403554782Who is the most famous Sufis?Al-Ghazali54
3403572384How did the Indian influence the Islamic realm?Indian mathematics, science, and medicine55

World History AP: Chapter 8 Flashcards

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3200498390JurchenWhat group of nomads became perhaps the most Chinese in the long run?0
3200504179They claimed the Mandate of Heaven.What is true of Vietnamese rulers after the region secured its independence from China?1
3200509922Buddhist monksWho first developed woodblock printing in China?2
3200516246Pure LandThis branch of Buddhism, which became very popular in China, emphasizes salvation by faith without study or intensive meditation.3
3200524572The Chinese emperor married one of his daughters to the Xiongnu leader.What action by a Chinese emperor indicated that the Xiongnu were the political equals of China?4
3200528986EuropeWhere was the gunpowder cannon first developed?5
3200538172Growing use of paper moneyWhat made China the most commercialized economy in the world during the Tang and Song dynasties?6
3200562044About one-third of Korean society was made up of slaves.What was an important distinguishing feature of Korean as compared to Chinese society around 1100 C.E.?7
3200567031SugarWhat crop from India did China learn to cultivate and process during the Song and Tang dynasties?8
3200587189Weaving silk fabricsWhat crop from India did China learn to cultivate and process during the Song and Tang dynasties?9
3200618831It held little appeal to native Chinese and remained largely confined to outsiders.What best describes the reception of Buddhism in China during the Han dynasty?10
3200624957Daoist deity worshipped throughout ChinaWho was the Queen Mother of the West during the Tang dynasty?11
3200634914ShintoPopular beliefs and practice focused on sacred spirits associated with human ancestors and natural phenomena12
3200932838It had an overwhelmingly negative impact on women.What best describes the impact that Chinese culture had on Korean women after 1300 C.E.?13
3200945618A new, drought-resistant strain of rice from Vietnam was introduced in China.What caused the Chinese to develop the frontier region south of the Yangzi River?14
3201006517They were nomadic peoples who rescued the Tang dynasty from serious internal revolt in the 750s C.E.What is the significance of the Uighur peoples in Chinese history?15
3201044096They achieved a degree of social acceptance not known before.What best describes merchants in southern China under the Tang and Song dynasties?16
3201069331Powerful aristocratic families continued to take over the small holdings of peasants.Despite the state's periodic efforts, what trend in agricultural production continued during the Tang and Song dynasties?17
3201149293More so than Korea, Vietnam's exam system created a merit-based scholar-gentry class.How did Vietnam's use of the civil service exam system differ from Korea's?18
3201388080XiongnuEarly nomadic confederacy that was a serious threat to China19

AP World History Islamic Vocab Flashcards

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3169694210Abbasid DynastyThe Islamic dynasty that took over after the Umayyads fell and ruled from 750 to 1258 CE.0
3169694211Abu BakrThe best friend of the prophet Muhammad, selected as the first caliph soon after the prophet's death.1
3169868962AllahThe one God worshipped by Muslims.2
3169876331Arabic numeralsA set of numerals borrowed by Muslims from Hindu India, most widely used numeral set today.3
3169887862BaghdadThe capital of modern Iraq, formerly the capital of the Abbasid Dynasty.4
3169900878Bedouin peoplesNomadic inhabitants of the Arabian desert; kept herds of domestic animals and moved around with sources of food and water.5
3169908008BerbersNomadic people in North Africa conquered by the Umayyad Dynasty.6
3169923283CaliphAn Arabic word meaning "deputy"; the one in charge of the Islamic realm.7
3169929217CordobaThe capital city of Islamic Spain, or "al-Andalus."8
3170274867Dar al-IslamAn Arabic term meaning "house of Islam."9
3170298361DhimmisAn Arabic word meaning "protected person" referring to individuals granted special status under Islamic law in return for higher tax payments.10
3170315185Five Pillars of IslamFive doctrines that are said to be the foundations of Islam.11
3170323358HajjA pilgrimage every Muslim must make at least once to Mecca in imitation of Muhammad's migration to Mecca in 632.12
3170331430HijraA migration Muhammad made to Medina with his early followers that serves as the starting point of the Islamic calendar.13
3170344994Iberian peninsulaA peninsula in southwestern Europe that includes modern-day Spain and Portugal.14
3170350818IslamA major Middle Eastern religion started by the prophet Muhammad around 610 CE; the name literally means "submission."15
3170364129JihadAn Arabic word meaning "struggle"; Muslims interpret it many different ways.16
3170370392JizyaA special head tax levied by the Umayyad government on conquered people who didn't convert to Islam.17
3170403793Ka'baA cube-shaped black building in Mecca that houses a large black rock formerly believed to be the dwelling of a powerful deity (pre-Islam), but now preserved as a symbol of Mecca's greatness.18
3170691149MadrasasIslamic schools of higher education established in the tenth through twelfth centuries.19
3170703040MeccaThe most holy city of Islam.20
3170711337MinaretA tall, thin tower from which Muslims are called to preyed in a mosque.21
3170731190MosqueA Muslim place of worship.22
3170735844MuhammadThe main prophet of the Islamic religion; lived from 570-630 CE.23
3170750493MuslimOne who practices Islam; Arabic for "one who has submitted."24
3170792632Persian miniaturesSmall paintings on paper intended to be kept in an album called a muraqqa.25
3171912758QadisArabic for "judges"; learned officials who resolved disputes in local communities.26
3171933889QuranThe holy text of Islam.27
3171935537RamadanThe holy month of Islam in which all Muslims must practice fasting during the daylight hours of each day.28
3171940190Seal of the prophetsA title Muhammad gave himself meaning that he was the last prophet Allah would ever speak through on Earth.29
3171945693ShariaThe Islamic holy law which offered guidance on proper behavior in nearly every aspect of life.30
3171951975ShiaA minority sect of Islam that arose out of disputes over who should be the next caliph in 661 CE; Arabic for "party."31
3171966875SufisIslamic missionaries that were especially popular because they did not focus on particulars of Islamic doctrine, but rather general allegiance to Allah.32
3171974017SultanTurkish for "chieftain" or "ruler"; the one in charge once Saljuq Turks took over the Abbasid Dynasty in the tenth and eleventh centuries.33
3171987965SunniThe version of Islam practiced by most Muslims; Arabic for "traditionalists."34
3171995811The Thousand and One NightsA collection of stories and folk tales from all over the Islamic world.35
3172016139UlamaArabic for "people with religious knowledge" who set moral standards in local communities.36
3172025229Umayyad DynastyThe first major Islamic dynasty established by a prominent Meccan merchant clan; lasted from 661 to 750 CE.37
3172034854UmmaThe cohesive community of followers organized by Muhammad; Arabic for "community of the faithful."38

V506 Midterm Flashcards

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51870728211. With a random sample from a population for which the variance is known, which of the following would enable use of the normal distribution to compute the probability of obtaining a specific value of the mean from the sample? a. a sample size of 30 or more b. the empirical rule c. the central limit theorem d. both a & b e. both a & cE0
51870747282. A relative frequency distribution differs from a simple frequency distribution by including: a. the cumulative number of observations that are less than or greater than a particular value b. the cumulative percentage of observations that are less than or greater than a particular value c. the percentage of the total number of observations represented by the number of observations in the category d. the percentage of the number of observations in the category represented by the total number of observations e. none of the aboveC1
51871037343. The standard error of a statistic is defined as the: a. standard deviation of the statistic's sampling distribution b. variance of the statistic's sampling distribution c. mean deviation of the sample d. variance of the sample e. sum of the squared deviations of the populationA2
51871109804. The properties of the mean include: a. the sum of the squared deviations of each value about the mean is less than the sum of the squared deviations about any other number b. the sum of deviations of each value about the mean is zero c. Σ(x-μ)^2 = a minimum d. Σ(x-μ) = 0 e. all of the aboveE3
5187124870z-scorez= (x ̅- μ)/(σ/√n)4
5187126317t-statistict=(x ̅- μ)/(s/√n)5
5187130693Meanμ= Σx/N x ̅=Σx/n6
5187132274Varianceσ^2=(Σ〖(x-μ)〗^2)/N s^2=(Σ〖(x-x ̅)〗^2)/(n-1)7
5187138193Standard errors/√n σ/√n8
5187140689Confidence intervalx ̅± t (s/√n) x ̅± z (σ/√n)9
5187158038= (p-Π)/√((Π(1-Π))/n);Test statistic for a single sample hypothesis test for proportions (z)10
5187179017= (x ̅1- x ̅2)/√(((s_1^2)/n_1 +(s_2^2)/n_2 ))Test statistic for comparing two means with unequal variances (t)11
5187188078= (x ̅_1- x ̅_2)/√(s_p^2 (1/n_1 +1/n_2 ))Test statistic for equal comparing two means with equal but unknown variances (pooled t)12
5187200393=((n_1-1) s_1^2+(n_2-1) s_2^2)/(n_1+n_2-2)Variance of a pooled t (equal but unknown variances) (s_p^2)13
5187213739A function that assigns a numerical value to each outcome in an experiment whose results depend to some extent on chance A rule (or function) that assigns unique real numbers to each outcome in a sample space of an experiment A quantity resulting from an experiment that, by chance, can assume different valuesRandom variable14
5187226092Has a probabilistic component associated with the process of determining its value The specific outcome of a trail is not known or cannot be determined exactly in advanceProperties of a random variable15
5187229326A random variable that can assume only certain clearly separated values; it is usually the result of counting somethingDiscrete random variable16
5187231532Can assume an infinite number of values within a given range; it is usually the result of some type of measurementContinuous random variable17
5187236438A sample selected so that each item or person in the population has the same chance of being includedSimple sample18
5187239422A random sample for which a rule or system is utilized to select the observations to be included in the sample, generally from a list of members of the populationSystematic sample19
5187243370A population is first divided into non-overlapping subgroups, called______, & then a simple random sample is selected from each _______; useful when a population can be clearly divided in groups based on some characteristicsStratified sample20
5187248515The # of cases selected within each group should be proportional to the percentage of the group in the entire population Expect each group to have different characteristics than other groups (variation in the data will be between groups rather than within groups)Properties of a stratified sample21
5187252345A population is divided into clusters using naturally occurring geographic or other boundaries; then, clusters are randomly selected and a sample is collected by randomly selecting from each clusterCluster sample22
5187262203Population is so large or dispersed for simple random sampling Expect each group to have very similar characteristics to any other group (most variation in the data will be within groups rather than between them)Properties of a cluster sample23
5187276766Accuracy of an estimate indicates the lack of bias or systematic error in the statistic's representation of the population parameterBiased vs. unbiased estimators24
5187283785Little systemic error; accurateUnbiased estimate25
5187286350Large systemic error; inaccurateBiased estimate26
5187303186z= (x ̅_1- x ̅_2)/√((σ_1^2)/n_1 +(σ_2^2)/n_2 )Comparing 2 means Equal variances with sigma known n >= 3027
5187315424t= (x ̅_1- x ̅_2)/√(s_p^2 1/n_1 +1/n_2 ) s_p^2=((n_1-1) s_1^2+(n_2-1) s_2^2)/(n_1+n_2-2)Comparing 2 means Equal but unknown variances28
5187321243t=(x ̅_1- x ̅_2)/√(((s_1^2)/n_1 +(s_2^2)/n_2 )) df=([(〖(s_1^2)/n_1 )+((s_2^2)/n_2 )]〗^2)/(〖((s_1^2)/n_1 )〗^2/(n_1-1)+〖((s_2^2)/n_2 )〗^2/(n_2-1))Comparing 2 means Unequal & unknown variances29
5187365734For a symmetrical, bell-shaped frequency distribution, i. Approx. x of the observations will lie within plus and minus one SD of the mean; ii. About y of observations will lie within plus or minus 2 SD of the mean; iii. z will lie within plus or minus 3 SD of the meanEmpirical rule x = 68% y = 95% z = 99.7%30
5187372392The statistic, computed from sample information, that estimates a population parameter Conveys nothing about the precision of the estimatePoint estimate31
5187378666Should be provided with the point estimateStandard error32
5187388144Interval estimatesx ̅± z (σ/√n)33
5187405305Should be included with interval estimatesLevel of confidence34
5187407063When to use z-scoreWhen you know σ AND n ≥ 30 Know that population is normally distributed35
5187410802When to use t-statisticWhen you don't know σ OR n < 30 Must assume population is normally distributed36
5187426535Differences in the appearance of normal distribution & t-distributionT distribution is more spread out and flatter at the center than the standard normal distribution37
5187447276Impact of not having a normally distributed population in hypothesis testingDoes not matter if the population is not normally distributed Central limit theorem is used & we want n >= 3038
5187454206The hypothesized value of μ will not lie within the calculated confidence intervalRejection of the null hypothesis39
5187456527The hypothesized value of μ will lie within the calculated confidence intervalNon-rejection of the null hypothesis40
5187460211The error of rejecting the null hypothesis when it is trueType I error41
5187462653The error of failing to reject the null hypothesis when it is falseType II error42
5187466779The probability distribution of the statistic (i.e., all possible values of the statistic & their probabilities) derived from a large number of samples of the same size taken from the same population Uses experimentsEmpirical sampling distribution43
5187476646The probability distribution of the statistic derived from a formula Uses formulas & theoryTheoretical sampling distribution44
5187481320Appropriate distribution for testing hypotheses about two independent populations having the same mean*Practically always use t z-score (normal distribution): When n > 30, σ is known, &equal variances t-statistic (t-distribution): When σs are equal but unknown When σs are unequal & unknown45
5187514669a. Total area under the curve (or the area between the curve & the x-axis) will always be equal to 1 b. Symmetric around the middle c. The area between the mean and any ordinate (observation), which is specified as a distance from the mean in terms of standard deviation units, is constant d. There is a family of normal curves; a normal curve is fully defined when both its mean and variance are specified e. Bell-shaped f. Asymptotic: curve never actually touches x-axis g. Location of a normal distribution is determined by the mean h. Mean, median, and mode are equalCharacteristics of normal distributions46
5187526978The distribution of values taken by the statistic in a large number of samples from the same population The distribution of all possible values of the statistic computed from samples of the same sizeSampling distribution47
5187538253As the sample size n for a random sample increases, the sampling distribution statistics from the sample will approach a normal distribution and will equal the respective population parametersCentral limit theorem48

V506 Final Flashcards

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5671002872BSS/(k-1)MSa0
5671007627WSS/(n-k)MSr(a)1
5671013005MSa/MSr(a) df: k-1, n-kF (calculating from sum of squares)2
5671021009s1^2/s2^2 df: n1-1, n2-1F (different SS calc)3
5671124570BSS/TSS; ESS/TSSr^2 from ANOVA4
5671080910(B-hat2 - B)/se of B-hat2 df: n-2t5
5671168048r^2(n-2)/(1-r^2) df: 1, n-2F from r^26
5671229664BThe term least squares, when used with regression analysis, refers to minimizing: a. the sum of the squares of the random error terms b. the sum of the squares of the residuals c. the sum of the deviations from the mean d. the square of the sum of the residuals e. the square of the sum of the random error terms7
5671229688EThe correlation coefficient (r), or its square, calculated from a random sample of two variables: a. measures the covariation between the two variables in the sample b. can be used to determine if there are near multicollinearity problems between independent variables in a multivariate regression c. measures "goodness of fit" about the linear least-squares regression line for the observed values of the dependent variable in the sample d. can be used to estimate the correlation coefficient in the population e. all of the above8
5671237554CWhich of the following is true concerning the F-test and t-test for multivariate regression equations: a. the t and F-tests yield identical results b. the t-test is used to test the statistical significance of the entire regression, whereas the F-test is used to test the statistical significance of the individual partial regression coefficients c. the F-test is used to test the statistical significance of the entire regression, whereas the t-test is used to test the statistical significance of the individual partial regression coefficients d. the t-test is a joint hypothesis test, whereas the F-test is not e. b and d9
5671242819DIn a one-way analysis of variance (ANOVA), the within-groups sum of squares and the between-groups sum of squares respectively represent: a. the total variation and the unexplained variation b. the proportionate reduction of error and the marginal reduction of error c. the marginal reduction of error and the proportionate reduction of error d. the unexplained variation and the explained variation e. the explained variation and the unexplained variation10
5671262944Two-variable regression model (bivariate)a mathematical equation that defines the relationship between two variables; y = a + bx; it is used to predict y based on a selected x value; y is the dependent variable, and x is the independent variable11
5671272222General linear regression model (multivariate)the relationship in the form of a mathematical equation between several independent variables & a dependent variable; y-hat = a + b1x1 + b2x2 + b3x3 + ... + bkxk; it is used to estimate y given k independent variables (the x's) Additional assumption: linear independence of the variables12
5671295284Residual termthe vertical distance between the regression line predicted value for Y and the observed value of Y in the sample (unexplained variation from your sample model)13
5671304303Error termthe vertical distance between the regression line predicted value for Y and the observed value of Y in the population (unexplained variation from your population model - almost never used)14
5671330258ANOVAcompares the differences between subsample means and the overall sample mean; each of these differences is a deviation from the overall mean, or the variance15
5671337438Standard error of the regressionthe average error made in predicting the dependent variable using the regression equation (the difference between y-hat and y)16
5671358408BSS; explained sum of squares WSS; unexplained sum of squaresSAS output for regression Model = Error =17
5671379221Type of wand As many as they had data onNYC case study video What was the cause of the high water bills? Which variables did they include in the regression?18
5671390397Resource dependency Traded & local cluster growth Cluster strength & diversityIndustry clusters & regional economic performance __________ had the strongest effect on economic development ___________ are statistically & practically significant ___________ are not significant19
5671424900Mary Donegan et. alFound that measures of creativity are generally NOT associated with differences in metropolitan economic performance; human capital & industry composition perform as well as or better than talent, tolerance, & technology in explaining metropolitan job & income growth & job stability20
5671437917Near multicollinearityUnbiased parameter estimates Inflated but still minimum variance t & F are good Can still use OLS estimators21
5671454616HeteroscedasticityUnbiased parameter estimates Inflated variance - no longer minimum variance t & F bad Cannot use OLS estimators22
5671472716Serial CorrelationUnbiased parameter estimates Generally inflated variance - no longer minimum variance t & F are bad (biased upwards or downwards) Cannot use OLS estimators23
5671483408Omission of a Relevant VariableBiased parameter estimates Deflated but still minimum variance t & F bad Cannot use OLS estimators24
5671494167Inclusion of an Irrelevant VariableUnbiased parameter estimates Inflated but still minimum variance t & F good Can still use OLS estimators25
5671521991Omission of a relevant variableThe worst violation of general linear model assumptions26
5671565904Null hypotheses for a two-way ANOVATreatment: H0(A): μ1. = μ2. = ... = μa. Group: H0(B): μ.1 = μ.2 = ... = μ.b Interaction effect: H0(AB): μab = μ + (μa. - μ) + (μ.b - μ) for all combinations of a and b27
5671604618ANOVA The calculated F statisticTop part of regression is: Use sum of squares to get:28
5671672032Logical 25%R squared indicates a relationship when: Your model is: & r squared is around:29
5671708861Calculated F > critical F OR p-value <= sig level Calculated F < critical F OR p-value > sig levelOne-way ANOVA Reject null if: Do not reject null if:30
5671784006Extending a one-way ANOVA to a two-way ANOVABSS = BcSS; main effects of Factor A Must find BrSS; main effects of Factor B Must find WgSS; unexplained influences & random error Must find ISS; interaction effects of Factors A & B31
5671800646Extending a one-way ANOVA to a regression analysisSum of squares used to calculate F & r squared32
5671837190The error term is random The sum of the random error will = 0 & the mean of the random error will = 0First assumption of the general (multivariate) linear regression model33
5671866785Error terms cannot predict other error terms The error terms of the independent variables are independentSecond assumption of the general (multivariate) linear regression model34
5671887038Error term is constantThird assumption of the general (multivariate) linear regression model35
5671891701Error term is independent of the independent variables The independent variable is not correlated with the error termFourth assumption of the general (multivariate) linear regression model36
5671909013All of the independent variables are independent of each otherFifth assumption of the general (multivariate) linear regression model37
5671938694Independent variables are in the correct form & are the correct variables to be includedSixth assumption of the general (multivariate) linear regression model38
5671990900BSS + WSSTSS =39

Ap world history Flashcards

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3225268426Abbasid caliphateThe Abbasid Caliphate was the third of the Islamic caliphates to succeed the Islamic prophet Muhammad.0
3225268427FiefA fief (Latin: feudum) was the central element of feudalism and consisted of heritable property or rights granted by an overlord to a vassal who held it in fealty (or "in fee") in return for a form of feudal allegiance and service, usually given by the personal ceremonies of homage and fealty.1
3225268428Byzantine empireThe Byzantine Empire or Eastern Roman Empire was the predominantly Greek-speaking continuation of the eastern part of the Roman Empire during Late Antiquity and the Middle Ages.2
3225268429FootbindingFoot binding (also known as "lotus feet") was the custom of applying painfully tight binding to the feet of young girls to prevent further growth.3
3225268430CaliphateA caliphate is an Islamic state. It's led by a caliph, who is a political and religious leader who is a successor (caliph) to the Islamic prophet Muhammad.4
3225268431CharlemagneCharlemagne, also known as Charles the Great or Charles I, was King of the Franks who united most of Western Europe during the early Middle Ages5
3225268432CrusadesThe Crusades were military campaigns sanctioned by the Catholic Church in the Middle Ages.6
3225268433FujiwaraFujiwara clan (藤原氏 Fujiwara-uji or Fujiwara-shi ?), descending from the Nakatomi clan and through them Ame-no-Koyane-no-Mikoto, was a powerful family of regents in Japan.7
3225268434Haditha collection of traditions containing sayings of the prophet Muhammad that, with accounts of his daily practice (the Sunna), constitute the major source of guidance for Muslims apart from the Koran.8
3225268435Holy roman empireThe Holy Roman Empire was a multi-ethnic complex of territories in central Europe that developed during the Early Middle Ages and continued until its dissolution in 1806.9
3225268436Horse collarA horse collar is a part of a horse harness that is used to distribute the load around a horse's neck and shoulders when pulling a wagon or plough.10
3225268437Investiture controversyThe Investiture Controversy, also known as the lay investiture controversy, was the most important conflict between secular and religious powers in medieval Europe.11
3225268438Junkold or discarded articles that are considered useless or of little value.12
3225268439KoryoGoryeo, also known as Koryŏ, was a Korean dynasty established in 918 by King Taejo13
3225268440Li shiminEmperor Taizong of Tang Dynasty, personal name Li Shimin, was the second emperor of the Tang Dynasty of China, ruling from 626 to 649.14
3225268441Movable typeMovable type is the system of printing and typography that uses movable components to reproduce the elements of a document (usually individual letters or punctuation).15
3225268442Neo-confucianism"Neo-Confucianism" is the name commonly applied to the revival of the various strands of Confucian philosophy and political culture that began in the middle of the 9th century and reached new levels of intellectual and social creativity in the 11th century in the Northern Song Dynasty.16
3225268443Papacythe office or authority of the pope.17
3225268444Seljuk turksThe Seljuq dynasty was a Turkish Sunni Muslim dynasty that gradually adopted Persian culture and contributed to the Turko-Persian tradition in the medieval West and Central Asia.18
3225268445Serfan agricultural laborer bound under the feudal system to work on his lord's estate.19
3225268446Shari'aSHARIA (ISLAMIC LAW) Shari'a is an Arabic word meaning "path" or "way."20
3225268447Shi'itesThe group now known as Sunnis chose Abu Bakr, the prophet's adviser, to become the first successor, or caliph, to lead the Muslim state. Shiites favored Ali, Muhammad's cousin and son-in-law. Ali and his successors are called imams, who not only lead the Shiites but are considered to be descendants of Muhammad21
3225268448Song empireThe Song dynasty was an era of Chinese history that began in 960 and continued until 1279.22
3225268449SunnisThe Sunni are the majority in most Islamic countries outside of Iran, Iraq, Yemen, and Bahrain. Sunna—translated variously as the "trodden path," "the way," "example," or "habitual practice"—refers to the example or path of the Prophet Muhammad and his followers.23
3278567675Tang empirewas an imperial dynasty of China preceded by the Sui dynasty and followed by the Five Dynasties and Ten Kingdoms period.24
3278567676Tributary systemis a widely used term in the studies of traditional Chinese foreign relations25
3278567677UighursThe Uighurs are Muslims and regard themselves as culturally and ethnically close to Central Asian nations.26
3278567678UmmaUmma - the Muslim community or people, considered to extend from Mauritania to Pakistan;27
3278567679Umayyad caliphatehe Umayyad Caliphate was the second of the four major Islamic caliphates established after the death of Muhammad.28
3278567680Vassala holder of land by feudal tenure on conditions of homage and allegiance.29
3278567681Teotihuacanalso written Teotihuacán, was an ancient Mesoamerican city located in a sub valley of the Valley of Mexico, located in the State of Mexico 30 miles northeast30
3278567682Chinampasis a method of Mesoamerican agriculture which used small, rectangular areas of fertile arable land to grow crops on the shallow lake beds in the Valley of Mexico.31
3278567683Mayaa member of an American Indian people of Yucatán and adjacent areas.32
3278567684Toltecshe Toltec culture is an archaeological Mesoamerican culture that dominated a state centered in Tula, in the early post-classic period of Mesoamerican chronology33
3278567685Aztecshe Aztecs are a tribe, according to their own legends, from Aztlan somewhere in the north of modern Mexico.34
3278567686Anasazihe Anasazi ("Ancient Ones"), thought to be ancestors of the modern Pueblo Indians, inhabited the Four Corners country of southern Utah, southwestern Colorado, northwestern New Mexico, and northern Arizona from about A.D. 200 to A.D. 1300, leaving a heavy accumulation of house remains and debris.35
3278567687MocheThe Moche civilization flourished in northern Peru with its capital near present-day Moche and Trujillo, from about 100 AD to 800 AD, during the Regional Development Epoch.36
3278567688WariThe Wari were a Middle Horizon civilization that flourished in the south-central Andes and coastal area of modern-day Peru, from about AD 500 to 1000.37
3278567689IncaThe Inca Empire, also known as the Incan Empire, was the largest empire in pre-Columbian America.38
3278567690Mit'awas mandatory public service in the society of the Inca Empire. Historians use the hispanicized term mita to differentiate the system as it was modified and intensified by the Spanish colonial government.39
3278567691Mongolsare an East-Central Asian ethnic group native to Mongolia and China's Inner Mongolia Autonomous Region.40
3278567692Genghis khanGenghis Khan, born Temüjin, was the founder and Great Khan of the Mongol Empire, which became the largest contiguous empire in history after his demise. He came to power by uniting many of the nomadic tribes of Northeast Asia41
3278567693Yuan empireThe Yuan dynasty, officially the Great Yuan, was the empire or ruling dynasty established by Kublai Khan, leader of the Mongolian Borjigin clan42
3278567694Golden hordeThe Golden Horde was a Mongol and later Turkicized khanate established in the 13th century and originating as the northwestern sector of the Mongol Empire.43
3278567695Tsaran emperor of Russia before 1917.44
3278567696Ming empireThe Ming dynasty, or the Great Ming, also called the Empire of the Great Ming, was the ruling dynasty of China for 276 years following the collapse of the Mongol-led Yuan dynasty.45
3278567697Zheng heZheng He, originally named Ma He, was a Hui court eunuch, mariner, explorer, diplomat, and fleet admiral during China's early Ming dynasty.46
3278567698KamikazeThe Kamikaze, officially Tokubetsu Kōgekitai, abbreviated as Tokkō Tai, and used as a verb as Tokkō, were suicide attacks by military aviators from the Empire of Japan against Allied naval vessels47
3278567699Ashikaga shogunatewas a dynasty originating from one of the plethora of Japanese daimyo which governed Japan from 1338 to 1573, the year in which Oda Nobunaga deposed Ashikaga Yoshiaki from office48
3278567700Ottoman empireThe Ottoman Empire, also known as the Turkish Empire, Ottoman Turkey or Turkey, was an empire founded in 1299 by Oghuz Turks under Osman I in northwestern Anatoli49
3325385490YongleThe Yongle Emperor, personal name Zhu Di, was the third emperor of the Ming dynasty in China, reigning from 1402 to 1424. Zhu Di was the fourth son of the Hongwu Emperor, the founder of the Ming dynasty.50
3325385491Ibn battutaIbn Baṭūṭah, or simply Muhammad Ibn Battuta, was an explorer of Berber descent, who is widely recognised as one of the greatest travelers of all time.51
3325385492Delhi SultanateThe Delhi Sultanate was a Muslim kingdom based mostly in Delhi and the Punjab region that stretched over large parts of the Indian subcontinent for 320 years52
3325385493Mansa kankan musaIt is the great Emperor of Mali, Kankan Musa, also written Kankan Moussa, or Mansa Musa, or Mansa Moussa, or Kankou Moussa.53
3325385494DhowDhow (Arabic داو dāw) is the generic name of a number of traditional sailing vessels with one or more masts with lateen sails used in the Red Sea and Indian Ocean region.54
3325385495Swahili coastThe Swahili Coast refers to a coastal area in Southeast Africa inhabited by the Swahili people. It mainly consists of littoral Kenya, Tanzania and northern Mozambique.55
3325385496TimbuktuTimbuktu, also spelled Timbuctoo and Timbuktoo, is a city in the West African nation of Mali situated 20 km north of the River Niger on the southern edge of the Sahara Desert.56
3325385497MaliMali, officially the Republic of Mali, is a landlocked country in West Africa.57
3325385498Three-field systemUnder this system, the arable land of an estate or village was divided into three large fields58
3325385499Black deathThe Black Death was one of the most devastating pandemics in human history, resulting in the deaths of an estimated 75 to 200 million people and peaking in Europe in the years 1346-53.59
3325385500Water wheela large wheel driven by flowing water, used to work machinery or to raise water to a higher level.60
3325385501Hanseatic leagueThe Hanseatic League (also known as the Hanse or Hansa; Low German: Hanse, Dudesche Hanse, Latin: Hansa, Hansa Teutonica or Liga Hanseatica) was a commercial and defensive confederation of merchant guilds and their market towns. It dominated Baltic maritime trade (c. 1400-1800) along the coast of Northern Europe.61
3325385502GuildA guild /ɡɪld/ is an association of artisans or merchants who control the practice of their craft in a particular town. The earliest types of guild were formed as confraternities of tradesmen.62
3325385503RenaissanceThe Renaissance marks the period of European history at the close of the Middle Ages and the rise of the Modern world. It represents a cultural rebirth from the 14th through the middle of the 17th centuries.63
3325385504Scholasticismthe system of theology and philosophy taught in medieval European universities, based on Aristotelian logic and the writings of the early Church Fathers and having a strong emphasis on tradition and dogma.64
3325385505HumanistMany people are humanists without even knowing it. If you are non-religious and look to science, reason, empathy, and compassion in order to live an ethical and meaningful life, you're probably a humanist.65
3325385506Printing pressA printing press is a device for applying pressure to an inked surface resting upon a print medium (such as paper or cloth), thereby transferring the ink.66
3325385507Great western schismThe Western Schism or Papal Schism was a split within the Roman Catholic Church from 1378 to 1417. Several men simultaneously claimed to be the true pope. Driven by politics rather than any theological disagreement, the schism was ended by the Council of Constance (1414-1418).67
3325385508Hundred year warThe Hundred Years' War was a series of conflicts waged from 1337 to 1453 by the House of Plantagenet, rulers of the Kingdom of England, against the House of Valois, rulers of the Kingdom of France, for control of the latter kingdom68
3325385509ArawakArawak, American Indians of the Greater Antilles and South America. The Taino, an Arawak subgroup, were the first native peoples encountered by Christopher Columbus on Hispaniola. The island Arawak were virtually wiped out by Old World diseases to which they had no immunity.69

APUSH: American Pageant 13th Edition: Chapter 1/2 Flashcards

Chapter 1 Study Questions using the American Pageant 13th Edition textbook. For eleventh grade Advanced Placement United States History. Vidalia High School.

Terms : Hide Images
4771540133Why do geologists think that a single original continent existed?Because identical fish species have been found on different continents in lakes0
4772449085What is Pangaea?a mega-continent that later spread out as drifting islands1
4771541738The Appalachians formed when?before continental separation about 350 million years ago2
4771542427When were the Rockies, Sierra Nevada, Cascades, and Coast Ranges formed and what are they known as?They formed later than the Appalachians about 135-25 million years ago and are known as the "American Mountains"3
4771615664tidewatera narrow eastern coastal plain region creased by many river valleys and sloped between the ridges of the Appalachians4
4771544962What is the Canadian Shield?a zone under ancient rock and the first part of what became the North American landmass to have emerged above sea level5
4771540134What is known as the "roof of America"?The Rocky Mountains6
4772416612When did the Great Ice Age begin and end?2 million years ago and started in the polar regions of Europe, Asia, and the Americas and ended 10,000 years ago7
4771540135How did the first Americans arrive in North America?By a large land bridge connecting Eurasia and North America conceived during the Ice Age when the sea levels greatly decreased as the waters froze8
4772644571Land Bridgea theoretical land that emerged linking Asia & North America across the Bering Sea about 35,000 years ago9
4772428734By what time did the Europeans arrive in America and what was the population of inhabitants?1492, 54 million people in both American continents10
4771540136What accounted for the different rates of development among native american societies?The agriculture, with an emphasis on corn-growing, that was used by the N.A. (Pg: 8)11
4771540137How are the Crusaders who traveled to the Middle East considered to be discoverers of American (indirectly)?They set in motion a desire for exotic goods not to be acquired in European lands.(Pg: 10)12
4771540138Why is the uniting of Spain said to be "pregnant with destiny"?ferdinand and isabella got married and then spain united. (Pg: 13)13
4771540139Why is Columbus called a "successful failure"?He accidentally discovered American (Indies) while looking for an all-water route to India. (Pg: 14)14
4771540140Explain the Colombian Exchange.It was a trade system between Europe and the New World. In this system, they traded goods, animals, and diseases (accidentally). The main imports to the New World were horses, smallpox, and sugar cane. The main imports to the Old World were tomatoes, potatoes, and maize. (Pg: 14-15)15
4771540141How successful were the conquistadors at achieving their goals?They were very good at finding gold, achieving glory, and spreading God's word.(Pg: 17)16
4771540142How did Cortes's invasion benefit the Native Americans?It brought things like crops, laws, language, and animals into the New World. It also blended together the Old and New World cultures. (Pg: 21)17
4771540143How did the Spanish attempt to protect their new lands?They settled their borders and built a fort in St. Augustine, FL. (Pg: 21)18
4771540144Why is the "Black Legend" false? (to properly answer this questions, you must first identify what the Black Legend is)The "Black Legend" is the idea that the conquistadors only did bad things to the New World and its Native American inhabitants. This is false because they also started an empire with its laws, language,and religion which influenced many native societies and laid a foundation for numerous Spanish-speaking nations. (Pg: 23)19
4772656816When did the first human cross into the Americas from Asia?33,000-8,000 B.C.20
4772657458Corn was developed as a staple crop in highland Mexico in?5000 B.C.21
4772658672At what time did the first civilized societies develop in the Middle East?4000 B.C.22
4772659376When did corn planting reach present-day American Southwest?1200 B.C.23
4772661280When did Norse voyagers discover northeastern North America and at the same time when corn cultivation reach the Midwest?1000 A.D.24
4772662487When was the height of the Mississippian settlement in Cahokia?1100 A.D.25
4772664375Christian crusades began when?1100-1300 A.D.26
4772665374When did Marco Polo return to Europe?129527

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