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Filename Size 01Introduction - Descriptive Statistics vs. Inferential Statistics.mkv 47.8 MB 02About Samples Cases, Variables, Measurements.mkv 60.4 MB 03Introduction to Excel.mkv 13.6 MB 04Visualizing Distributions - Frequency Distributions in Excel.mkv 73.3 MB 04Visualizing Distributions - Frequency Distributions in Excel.xlsx 149.7 KB 05Visualizing Distributions - Frequency Distributions and Features.mkv 47.7 MB 06Visualizing Distributions - Dotplots and Histograms in Excel.mkv 79.9 MB 06Visualizing Distributions - Dotplots and Histograms in Excel.xlsx 156 KB 07Visualizing Distributions - Stemplots.mkv 23.2 MB 07Visualizing Distributions - Stemplots.xlsx 35 KB 08Bar Graphs.mkv 42.7 MB 08Bar Graphs.xlsx 138.4 KB 09Summarizing Distributions - Central Tendency Mean, Median, Mode.mkv 72.7 MB 09Summarizing Distributions - Central Tendency Mean, Median, Mode.xlsx 130.6 KB 10Summarizing Distributions - Variability.mkv 79.8 MB 10Summarizing Distributions - Variability.xlsx 136.8 KB 11Summarizing Distributions - Five Number Summary & Boxplots.mkv 107.1 MB 11Summarizing Distributions - Five Number Summary & Boxplots.xlsx 66.1 KB 12Summarizing Distributions - Shape Calculating Skewness & Kurtosis.mkv 78.3 MB 12Summarizing Distributions - Shape Calculating Skewness & Kurtosis.xlsx 86.9 KB 13Summarizing Distributions - Normal Distribution.mkv 64.7 MB 14Summarizing Distributions - Standard Normal Distributions & Z-Scores.mkv 78 MB 15Summarizing Distributions - Normal Distribution PDF vs. CDF.mkv 104.3 MB 15Summarizing Distributions - Normal Distribution PDF vs. CDF.xlsx 13.8 KB 16Linear Regression - Scatterplots.mkv 88.6 MB 17Linear Regression - Regression.mkv 60 MB 18Linear Regression - Least Squares Regression.mkv 105.9 MB 18Linear Regression - Least Squares Regression.xlsx 46.7 KB 19Linear Regression - Correlation.mkv 82.3 MB 19Linear Regression - Correlation.xlsx 41.8 KB 20Linear Regression - Correlation r vs. r-squared.mkv 98.9 MB 20Linear Regression - Correlation r vs. r-squared.xlsx 42.9 KB 21Linear Regression - Transformations of Data.mkv 50.7 MB 21Linear Regression - Transformations of Data.xlsx 51.5 KB 22Collecting Data in an Experiment - Sampling & Bias.mkv 102.4 MB 23Collecting Data in an Experiment - Sampling Methods.mkv 27 MB 24Collecting Data in an Experiment - Research Design.mkv 100.6 MB 25Collecting Data in an Experiment - Between and Within Treatment Variability.mkv 77.8 MB 26Review of Probability Axioms - Sample Spaces.mkv 70.9 MB 27Review of Probability Axioms - Addition Rule for Disjoint Events.mkv 38.4 MB 28Review of Probability Axioms - Conditional Probability.mkv 107.3 MB 29Review of Probability Axioms - Independent Events.mkv 45.8 MB 30Probability Distributions - Introduction to Probability Distributions.mkv 106.2 MB 30Probability Distributions - Introduction to Probability Distributions.xlsx 38.9 KB 31Probability Distributions - Expected Value & Variance of Probability Distributions.mkv 100.5 MB 31Probability Distributions - Expected Value & Variance of Probability Distributions.xlsx 46.9 KB 32Probability Distributions - Binomial Distribution.mkv 103.4 MB 33Sampling Distributions of Statistics - Introduction to Sampling Distributions.mkv 90.4 MB 34Sampling Distributions of Statistics - Sampling Distribution of the Mean.mkv 128.8 MB 35Sampling Distributions of Statistics - Sampling Distribution of Sample Proportions.mkv 102.2 MB 36Inferential Statistics - Introduction to Confidence Intervals.mkv 80.3 MB 37Inferential Statistics - t Distributions.mkv 116.2 MB 38Inferential Statistics - Introduction to Hypothesis Testing.mkv 124.5 MB 38Inferential Statistics - Introduction to Hypothesis Testing.xlsx 34.6 KB 39Inferential Statistics - Confidence Intervals for the Difference of Two Independent Means.mkv 103.4 MB 40Inferential Statistics - Hypothesis Testing for the Difference of Two Independent Means.mkv 93.6 MB 40Inferential Statistics - Hypothesis Testing for the Difference of Two Independent Means.xlsx 34.8 KB 41Inferential Statistics - Confidence Intervals & Hypothesis Testing for the Difference of Two Paired Means.mkv 138.8 MB 41Inferential Statistics - Confidence Intervals & Hypothesis Testing for the Difference of Two Paired Means.xlsx 44.1 KB 42Inferential Statistics - Type I and Type II Errors.mkv 58.9 MB 43Inferential Statistics - Effect Size & Power.mkv 83.7 MB 44Analysis of Variance - F-distributions.mkv 46.4 MB 45Analysis of Variance - ANOVA with Independent Samples.mkv 129.9 MB 45Analysis of Variance - ANOVA with Independent Samples.xlsx 13.1 KB 46Analysis of Variance - Repeated Measures ANOVA.mkv 140.8 MB 46Analysis of Variance - Repeated Measures ANOVA.xlsx 15.3 KB 47Chi-square Test - Chi-Square Goodness-of-Fit Test.mkv 109.3 MB 47Chi-square Test - Chi-Square Goodness-of-Fit Test.xlsx 34.1 KB 48Chi-square Test - Chi-Square Test of Homogeneity.mkv 83.1 MB 49Overview of Statistics - Overview of Statistics.mkv 34 MB
