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83496244125 number summaryThe minumum value, lower quartile, median, upper quartile, and maximum value for a data set. These five values give a summary of the shape of the distribution and are used to make box plots. The five numbers that help describe the center, spread and shape of data0
8349624413z scorea measure of how many standard deviations you are away from the norm (average or mean) -Number of standard deviations a score is above or below the mean (positive above, negative below1
8349624414standard deviationA statistical measure of how far away each value is, on average, from the mean. A measure of spread. Specifically, the typical distance the data points are from the mean.2
8349624415population(statistics) the entire aggregation of items from which samples can be drawn What the sample in an experiment or study usually reperesents3
8349624416categorical dataData that can be placed into categories . For example "gender" is a categorical data and the categories are "male" and "female". Labels or names used to identify categories of like items If you asked people in which month they were born or what their favorite class is, they would answer with names, which would be categorical data. However, if you asked them how many siblings they have, they would answer with numbers, not categories Labels or names used to identify categories of like items4
8349624417quantitative dataData associated with mathematical models and statistical techniques used to analyze spatial location and association. numerical information describing how much, how little, how big, how tall, how fast, etc. age is quantitative5
8349624418bar grapha type of graph in which the lengths of bars are used to represent and compare data in categories A graph that uses horizontal or vertical bars to represent data.6
8349624419parameter(n) a determining or characteristic element; a factor that shapes the total outcome; a limit, boundary a characteristic or constant factor something that determines the limits of certain data values7
8349624420sampleA relatively small proportion of people who are chosen in a survey so as to be representative of the whole. a small part of a population that represents the whole A survey in star city representing the entire state of arkansas8
8349624421randomAssigning participants to experimental and control conditions by chance, thus minimizing preexisting differences between those assigned to the different groups. Assigning subjects to expenrimental groups based on chance. pulling names or numbers out of a hat9
8349624422biasAny systematic failure of a sampling method to represent its population Any way that tampers with the accuracy of the sample10
8349624423UndercoverageA sampling scheme that biases the sample in a way that gives a part of the population less representation than it has in the population. When some groups in the population are left out of the process of choosing the sample11
8349624424nonresponsebias introduced to a sample when a large fraction of those sampled fails to respond When many people of a sample do not respond12
8349624425voluntary response biasBias introduced to a sample when individuals can choose on their own whether to participate in the sample.13
8349624426statisticApplication of mathematics to describing and analyzing data14
8349624427independent(statistics) a variable whose values are independent of changes in the values of other variables15
8349624428historgramgraphical representation of a frequency distribution using vertical bars but bars touch each other to indicate variables are related16
8349624429box plotA dsiplay that shows the distribution of values in a data set seperated into four equal-sized groups. A box plot is constructed from the five number summary of the data.17
8349624430scatterplotA graphed cluster of dots, each of which represents the values of two variables. The slope of the points suggests the direction of the relationship between the two variables. The amount of scatter suggests the strength of the correlation (little scatter indicates high correlation).18
8349624431correlationA measure of the extent to which two factors vary together, and thus of how well either factor predicts the other. The correlation coefficient is the mathematical expression of the relationship, ranging from -1 to +119
8349624432skewnessThe extent to which cases are clustered more at one or the other end of the distribution of a quantitative variable rather than in a symmetric pattern around its center20
8349624433variencecommons measure of spread about the mean as center21
8349624434statistical significanceA statistical statement of how likely it is that an obtained result occurred by chance/The condition that exists when the probability that the observed findings are due to chance is very low22
8349624435P-valueA measure of statistical significance. The lower, the more likely the results of an experiment did not occur simply chance.23
8349624437lurking variableA variable that has an important effect on the relationship among the variables in a study but is not one of the explanatory variables studied24
8349624438null hypothesisHypothesis that predicts NO relationship between variables. The aim of research is to reject this hypothesis25
8349624439alternate hypothesis, is the hypothesis to be considered as an alternative to the null hypothesis. The null hypothesis will be rejected in favor of the Ha only if the sample data strongly indicate that the null hypothesis is false.26
8349624441probabilityA number with a value from 0 to 1 that describes the likelihood that an event will occur. example, if a bag contains a red marble, a white marble and a blue marble then the probability of selecting a red marble is 1/3.27
8349624442descriptive statisticsMathematical procedures for organizing collections of data, such as determining the mean, the median, the range, the variance, and the correlation coefficient28
8349624443meanA measure of center in a set of numerical data, computed by adding the values in a list and then dividing by the number of values in the list.29
8349624444medianA measure of center in a set of numerical data. The median of a list of values is the value appearing at the center of a sorted version of the list - or the mean of the two central values if the list contains an even number of values.30
8349624445modeMeasure of central tendency that uses most frequently occurring score.31
8349624446rangeDistance between highest and lowest scores in a set of data.32
8349624447dataFacts and statistics collected together for reference or analysis33
8349624448Q1A location measure of the data such that has one fourth or 25% of the data is smaller than it. Found by dividing the ordered data set in half (excluding the middle observation if n is odd) and finding the median of the lower half of the data.34
8349624449Q3A location to measeure when counting data to such as the median where instead of counting 50% it is 75% from the beginning of the sorted data35
8349624450minimum(n.) the smallest possible amount; (adj.) the lowest permissible or possible36
8349624451outlierA value much greater or much less than the others in a data set37
8349624452margin of errorIn statistical research, the range of outcomes we expect for a population, given the data revealed by a sample drawn from that population38
8349624453statistical normalscoring the middle of the bell-curve; low, moderate, or high scoring39
8349624454simple random sampleA sample selected in such a way that every element in the population or sampling frame has an equal probability of being chosen. Equivalently, all samples of size n have an equal chance of being selected. A sample of size n selected from the population in such a way that each possible sample of size n has an equal chance of being selected.40
8349624455sampling distributionDistribution of sample proportions from sample to sample. A sampling distribution of a sample statistic for a fixed sample size n is the distribution of that statistic derived from every possible sample of size n for a given population. A distribution of statistics obtained by selecting all the possible samples of a specific size from a population41
8349624456stratified random sampleA method of sampling that involves dividing your population into homogeneous subgroups and taking a simple random sample in each subgroup. a sampling design in which the population is divided into several groups, and random samples are then drawn from each stratum42
8349624457systematic sampleA sample drawn by selecting individuals systematically from a sampling frame A sample drawn by selecting individuals systematically from a sampling frame. When there is no relationship between the order of the sampling frame and the variables of interest, a systematic sample can be representative.43
8349624458cluster sampleIs obtained by selecting all individuals within a randomly selected collection or group of individuals.44
8349624460InterpolationThe estimation of an unknown number between known numbers. Interpolation is a way of approximating price or yield using bond tables that do not give the net yield on every amount invested at every rate of interest and for every maturity.45
8349624461QualitativeData in the form of recorded descriptions rather than numerical measurements.46
8349624462theoretical probabilityA probability obtained by analyzing a situation. If all of the outcomes are equally likely, you can find the theoretical probability of an event by listing all of the possible outcomes and then finding the ratio of the number of outcomes producing the desired event to the total number of outcomes. For example, there are 36 possible equally likely outcomes (number pairs) when two fair number cubes are rolled. of these six have a sum of 7, so the probability of rolling a sum of 7 is 6/36 or 1/647
8349624463experimental probability48
8349624464block designThe subjects in an experiment are first divided into groups (called 'blocks') based on some common characteristic (such as gender) that is hypothesised to have an effect on the response. Randomization of treatments then happens within each block (each block is like its own mini-experiment)."49
8349624465blindingThe practice of concealing group assignment from study subjects, investigators, and/or those who assess subject outcomes, typically in the context of a randomized controlled trial. For ex, study subjects may receive capsules with identical appearance and taste; however, the treatment group receives the active drug, whereas the control group receives the placebo.50
8349624466double blindAn experiment in which neither the subjects nor the people who work with them know which treatment each subject is receiving Neither the subjects nor the people who have contact with them know which treatment a subject received51
8349624467placeboA fake treatment. A chemically inert substance that produces real medical benefits because the patient believes it will help her52
8349624468least squares regression linethe line with the smallest sum of squared residuals53
8349624472matched pairsan observational technique that involves matching each participant in the experimental group with a specific participant in the control group in order to eliminate the possibility that a third variable (and not the independent variable) caused changes in the dependent variable54
8349624473conditional prababilityprobability given that something else has already occurred55
8349624474sample spaceSet of all possible outcomes of an experiment56
8349624475confounded variableA variable whose effect on the response variable cannot be separated from the effect of the explanatory variable on the response variable. (Note: Usually confounded variables are lurking variables but only a few lurking variables are also confounded.)57
8349624476marginal frequencyA set of intervals, usually adjacent and of equal width, into which the range of a statistical distribution is divided, each associated with a frequency indicating the number of measurements in that interval.58
8349624477coefficient of determinationThe statistic or number determined by squaring the correlation coefficient. Represents the amount of variance accounted for by that correlation. Statistic that represents amount of variance accounted for by a correlation.59
8349624478binomialA two-name naming system.60
8349624479unimodalhaving one mode; this is a useful term for describing the shape of a histogram when it's generally mound-shaped a data set with one mode such a normal distribution usually has only one mode61
8349624480bimodalA type of distribution, where there is two or more categories with an equal count or cases and with more cases than the other categories. A distribution with two modes62
8349624481experimentA kind of research in which the researcher controls all the conditions and directly manipulates the conditions, including the independent variable. Testing the hypothesis63
8349624482law of large numbers(statistics) law stating that a large number of items taken at random from a population will (on the average) have the population statistics64
8349624483extrapolationcalculation of the value of a function outside the range of known values65
8349624485IQRA measure of variability, based on dividing a data set into quartiles Difference between upper and lower quartile of a boxplot66
8349624488Residual67
8349624489Convenience sampleWhenever a sample is taken it gives an improper results because the sample was taken from a very convenient area instead of representing a population68
8349624490simulationA representation of a situation or problem with a similar but simpler model or a more easily manipulated model in order to determine experimental results.69
8349624491degrees of freedomThe number of individual scores that can vary without changing the sample mean. Statistically written as 'N-1' where N represents the number of subjects.70
8349624492two way tableA table containing counts for two categorical variables. It has r rows and c columns. describes to categorical variables with row variable and column variable71
8349624493spreadThe visible variation in a sample distribution72
8349624494centerThe measure of the distance the mode is from the center of a distribution73
8349624495shape74
8349624496discrete random variable75
8349624497central limit theorem76
8349624498standardized value77
8349624499mutually exclusive78
8349624500wording biasWhenever a bias is created in a sample by the way the survey is worded to favor one question79
8349624501causation80
8349624502z test81
8349624503t test82
8349624505frequency tableA grouping of qualitative data into mutually exclusive classes showing the number of observations in each class. A chart showing the number of times a specific event happens.83
8349624508contingency tabledisplays counts, and, sometimes, percentages of individuals falling into named categories on two or more variables. The table categorizes the individuals on all variables at once, to reveal possible patterns in one variable that may be contingent on the category of the other. A two-variable table with cross-tabulated data.84
8349624509stem and leaf displayA multiple column table depicting the individual digits of the scores. A score of 95 would have a stem of 9 and a leaf of 5, a score of 62 would have a stem of 6 and a leaf of 2. If a particular stem has more than one leaf, such as the scores 54, 58, and 51, the stem of 5 has three leaves, in this case 458. . It shows the range of values of the variable85
8349624510multimodalDescribes a graph of quantitative data with more than two clear peaks. A distribution with more than two modes86
8349624511uniformA histogram doesn't appear to have any mode and in which all the bars are approximately the same height Evenly spaced87
8349624512symetricWhen in a normal distribution both sides are identical88
8349624513time plotDisplays data that change over time. Often, successive values are connected with lines to show trends more clearly. Sometimes a smooth curve is added to the plot to help show long-term patterns and trends. Displays data that change over time.89
8349624515r2overall measure of how successful the regression is in linearlly relating to y and x90
8349624516leverage91
8349624518censusWhen a survey has no sample but instead test or surveys the entire population92
8349624519multistage samole93
8349624520pilotsmall trial run of a survey to see if questions are clear94
8349624521convenience sampleChoosing a sample because it is convenient. failing to get a proper representation of the population because If you survey everyone on your soccer team who attends tonight's practice, you are surveying a convenience sample.95
8349624522response biasAnything in a survey design that influences responses falls under the heading of response bias. One typical response bias arises from the wording of questions, which may suggest a favored response. Voters, for example, are more likely to express support of "the president" than support of the particular person holding that office at the moment. Anything that changes the response in a survey A police officer asking teenagers about drug use96
8349624523observational studyA study based on data in which no manipulation of factors has been employed. A study that observes characteristics of an existing population. usually a survey97
8349624524retrospective studyWhat study examines whether a past association exists between an exposure of interest and development of a present condition? data are collected from the past by going back in time98
8349624525prospective studyan observational study in which subjects are followed to observe future outcomes99
8349624527control groupIn an experiment, the group that is not exposed to the treatment; contrasts with the experimental group and serves as a comparison for evaluating the effect of the treatment.100
8349624529placebo effectExperimental results caused by expectations alone; any effect on behavior caused by the administration of an inert substance or condition, which is assumed to be an active agent.101
8349624530trialA performed experiment based upon the hypothesis you made.102
8349624531maximum(n.) the greatest possible amount or degree in a data sample the largest value in a set of data103

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