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01Introduction - Descriptive Statistics vs. Inferential Statistics.mkv 47.81 MB
02About Samples Cases, Variables, Measurements.mkv 60.37 MB
03Introduction to Excel.mkv 13.64 MB
04Visualizing Distributions - Frequency Distributions in Excel.mkv 73.32 MB
04Visualizing Distributions - Frequency Distributions in Excel.xlsx 149.72 KB
05Visualizing Distributions - Frequency Distributions and Features.mkv 47.73 MB
06Visualizing Distributions - Dotplots and Histograms in Excel.mkv 79.87 MB
06Visualizing Distributions - Dotplots and Histograms in Excel.xlsx 155.98 KB
07Visualizing Distributions - Stemplots.mkv 23.21 MB
07Visualizing Distributions - Stemplots.xlsx 35.04 KB
08Bar Graphs.mkv 42.68 MB
08Bar Graphs.xlsx 138.42 KB
09Summarizing Distributions - Central Tendency Mean, Median, Mode.mkv 72.65 MB
09Summarizing Distributions - Central Tendency Mean, Median, Mode.xlsx 130.61 KB
10Summarizing Distributions - Variability.mkv 79.82 MB
10Summarizing Distributions - Variability.xlsx 136.75 KB
11Summarizing Distributions - Five Number Summary & Boxplots.mkv 107.14 MB
11Summarizing Distributions - Five Number Summary & Boxplots.xlsx 66.1 KB
12Summarizing Distributions - Shape Calculating Skewness & Kurtosis.mkv 78.29 MB
12Summarizing Distributions - Shape Calculating Skewness & Kurtosis.xlsx 86.85 KB
13Summarizing Distributions - Normal Distribution.mkv 64.67 MB
14Summarizing Distributions - Standard Normal Distributions & Z-Scores.mkv 78.04 MB
15Summarizing Distributions - Normal Distribution PDF vs. CDF.mkv 104.31 MB
15Summarizing Distributions - Normal Distribution PDF vs. CDF.xlsx 13.78 KB
16Linear Regression - Scatterplots.mkv 88.58 MB
17Linear Regression - Regression.mkv 59.96 MB
18Linear Regression - Least Squares Regression.mkv 105.92 MB
18Linear Regression - Least Squares Regression.xlsx 46.73 KB
19Linear Regression - Correlation.mkv 82.32 MB
19Linear Regression - Correlation.xlsx 41.77 KB
20Linear Regression - Correlation r vs. r-squared.mkv 98.95 MB
20Linear Regression - Correlation r vs. r-squared.xlsx 42.91 KB
21Linear Regression - Transformations of Data.mkv 50.7 MB
21Linear Regression - Transformations of Data.xlsx 51.53 KB
22Collecting Data in an Experiment - Sampling & Bias.mkv 102.41 MB
23Collecting Data in an Experiment - Sampling Methods.mkv 26.99 MB
24Collecting Data in an Experiment - Research Design.mkv 100.6 MB
25Collecting Data in an Experiment - Between and Within Treatment Variability.mkv 77.75 MB
26Review of Probability Axioms - Sample Spaces.mkv 70.92 MB
27Review of Probability Axioms - Addition Rule for Disjoint Events.mkv 38.36 MB
28Review of Probability Axioms - Conditional Probability.mkv 107.33 MB
29Review of Probability Axioms - Independent Events.mkv 45.8 MB
30Probability Distributions - Introduction to Probability Distributions.mkv 106.23 MB
30Probability Distributions - Introduction to Probability Distributions.xlsx 38.88 KB
31Probability Distributions - Expected Value & Variance of Probability Distributions.mkv 100.48 MB
31Probability Distributions - Expected Value & Variance of Probability Distributions.xlsx 46.92 KB
32Probability Distributions - Binomial Distribution.mkv 103.38 MB
33Sampling Distributions of Statistics - Introduction to Sampling Distributions.mkv 90.41 MB
34Sampling Distributions of Statistics - Sampling Distribution of the Mean.mkv 128.82 MB
35Sampling Distributions of Statistics - Sampling Distribution of Sample Proportions.mkv 102.22 MB
36Inferential Statistics - Introduction to Confidence Intervals.mkv 80.3 MB
37Inferential Statistics - t Distributions.mkv 116.21 MB
38Inferential Statistics - Introduction to Hypothesis Testing.mkv 124.51 MB
38Inferential Statistics - Introduction to Hypothesis Testing.xlsx 34.56 KB
39Inferential Statistics - Confidence Intervals for the Difference of Two Independent Means.mkv 103.36 MB
40Inferential Statistics - Hypothesis Testing for the Difference of Two Independent Means.mkv 93.59 MB
40Inferential Statistics - Hypothesis Testing for the Difference of Two Independent Means.xlsx 34.83 KB
41Inferential Statistics - Confidence Intervals & Hypothesis Testing for the Difference of Two Paired Means.mkv 138.83 MB
41Inferential Statistics - Confidence Intervals & Hypothesis Testing for the Difference of Two Paired Means.xlsx 44.15 KB
42Inferential Statistics - Type I and Type II Errors.mkv 58.9 MB
43Inferential Statistics - Effect Size & Power.mkv 83.65 MB
44Analysis of Variance - F-distributions.mkv 46.37 MB
45Analysis of Variance - ANOVA with Independent Samples.mkv 129.91 MB
45Analysis of Variance - ANOVA with Independent Samples.xlsx 13.13 KB
46Analysis of Variance - Repeated Measures ANOVA.mkv 140.77 MB
46Analysis of Variance - Repeated Measures ANOVA.xlsx 15.35 KB
47Chi-square Test - Chi-Square Goodness-of-Fit Test.mkv 109.26 MB
47Chi-square Test - Chi-Square Goodness-of-Fit Test.xlsx 34.07 KB
48Chi-square Test - Chi-Square Test of Homogeneity.mkv 83.05 MB
49Overview of Statistics - Overview of Statistics.mkv 34.04 MB
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