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01_-_Introduction/01_-_Descriptive_Statistics_vs._Inferential_Statistics_Part_1.mp4 51.21 MB
01_-_Introduction/02_-_Descriptive_Statistics_vs._Inferential_Statistics_Part_2.mp4 17.61 MB
02_-_About_Samples_-_Cases_Variables_Measurements/03_-_About_Samples_-_Cases_Variables_Measurements_Part_1.mp4 40.1 MB
02_-_About_Samples_-_Cases_Variables_Measurements/04_-_About_Samples_-_Cases_Variables_Measurements_Part_2.mp4 48.13 MB
03_-_Visualizing_Distributions/05_-_Introduction_to_Excel_Part_1.mp4 22.38 MB
03_-_Visualizing_Distributions/06_-_Frequency_Distributions_in_Excel_Part_1.mp4 72.59 MB
03_-_Visualizing_Distributions/07_-_Frequency_Distributions_in_Excel_Part_2.mp4 61.59 MB
03_-_Visualizing_Distributions/08_-_Frequency_Distributions_in_Excel_Part_3.mp4 33.18 MB
03_-_Visualizing_Distributions/8.1_-_Stats_3_2.zip 80.68 KB
03_-_Visualizing_Distributions/09_-_Frequency_Distributions_and_Features_Part_1.mp4 34.31 MB
03_-_Visualizing_Distributions/10_-_Frequency_Distributions_and_Features_Part_2.mp4 25.81 MB
03_-_Visualizing_Distributions/11_-_Dotplots_and_Histograms_in_Excel_Part_1.mp4 52.12 MB
03_-_Visualizing_Distributions/12_-_Dotplots_and_Histograms_in_Excel_Part_2.mp4 74.11 MB
03_-_Visualizing_Distributions/13.1_-_Stats_3_4.zip 88.26 KB
03_-_Visualizing_Distributions/13_-_Dotplots_and_Histograms_in_Excel_Part_3.mp4 29.94 MB
03_-_Visualizing_Distributions/14.1_-_Stats_3_5.zip 29.16 KB
03_-_Visualizing_Distributions/14_-_Stemplots.mp4 34.07 MB
03_-_Visualizing_Distributions/15_-_Bar_Graphs_Part_1.mp4 48.61 MB
03_-_Visualizing_Distributions/16.1_-_Stats_3_6.zip 69.13 KB
03_-_Visualizing_Distributions/16_-_Bar_Graphs_Part_2.mp4 29.44 MB
04_-_Summarizing_Distributions/17_-_Central_Tendency_-_Mean_Median_Mode_Part_1.mp4 36.89 MB
04_-_Summarizing_Distributions/18_-_Central_Tendency_-_Mean_Median_Mode_Part_2.mp4 37.09 MB
04_-_Summarizing_Distributions/19_-_Central_Tendency_-_Mean_Median_Mode_Part_3.mp4 38.18 MB
04_-_Summarizing_Distributions/20.1_-_Stats_4_1.zip 61.41 KB
04_-_Summarizing_Distributions/20_-_Central_Tendency_-_Mean_Median_Mode_Part_4.mp4 35.23 MB
04_-_Summarizing_Distributions/21.1_-_4_2_Examples.xlsx 136.75 KB
04_-_Summarizing_Distributions/21_-_Variability_Part_1.mp4 47.76 MB
04_-_Summarizing_Distributions/22_-_Variability_Part_2.mp4 43.99 MB
04_-_Summarizing_Distributions/23.1_-_Stats_4_2.zip 67.38 KB
04_-_Summarizing_Distributions/23_-_Variability_Part_3.mp4 90.91 MB
04_-_Summarizing_Distributions/24_-_Five_Number_Summary_and_Boxplots_Part_1.mp4 53.49 MB
04_-_Summarizing_Distributions/25_-_Five_Number_Summary_and_Boxplots_Part_2.mp4 77.69 MB
04_-_Summarizing_Distributions/26_-_Five_Number_Summary_and_Boxplots_Part_3.mp4 67.75 MB
04_-_Summarizing_Distributions/27.1_-_Stats_4_3.zip 56.34 KB
04_-_Summarizing_Distributions/27_-_Five_Number_Summary_and_Boxplots_Part_4.mp4 21.28 MB
04_-_Summarizing_Distributions/28_-_Shape_-_Calculating_Skewness_and_Kurtosis_Part_1.mp4 23.48 MB
04_-_Summarizing_Distributions/29_-_Shape_-_Calculating_Skewness_and_Kurtosis_Part_2.mp4 50.84 MB
04_-_Summarizing_Distributions/30.1_-_Stats_4_4.zip 49.58 KB
04_-_Summarizing_Distributions/30_-_Shape_-_Calculating_Skewness_and_Kurtosis_Part_3.mp4 29.59 MB
04_-_Summarizing_Distributions/31_-_Normal_Distribution_Part_1.mp4 63.87 MB
04_-_Summarizing_Distributions/32_-_Normal_Distribution_Part_2.mp4 42.57 MB
04_-_Summarizing_Distributions/33_-_Standard_Normal_Distributions_and_Z-Scores_Part_1.mp4 57.75 MB
04_-_Summarizing_Distributions/34_-_Standard_Normal_Distributions_and_Z-Scores_Part_2.mp4 44.48 MB
04_-_Summarizing_Distributions/35_-_Standard_Normal_Distributions_and_Z-Scores_Part_3.mp4 43.85 MB
04_-_Summarizing_Distributions/36_-_Normal_Distribution_-_PDF_vs._CDF_Part_1.mp4 56.92 MB
04_-_Summarizing_Distributions/37_-_Normal_Distribution_-_PDF_vs._CDF_Part_2.mp4 58.57 MB
04_-_Summarizing_Distributions/38.1_-_Stats_4_7.zip 11 KB
04_-_Summarizing_Distributions/38_-_Normal_Distribution_-_PDF_vs._CDF_Part_3.mp4 63.35 MB
05_-_Linear_Regression/39_-_Scatterplots_Part_1.mp4 56.21 MB
05_-_Linear_Regression/40_-_Scatterplots_Part_2.mp4 79.03 MB
05_-_Linear_Regression/41_-_Scatterplots_Part_3.mp4 45.21 MB
05_-_Linear_Regression/42_-_Regression_Part_1.mp4 43.52 MB
05_-_Linear_Regression/43_-_Regression_Part_2.mp4 49.97 MB
05_-_Linear_Regression/44_-_Least_Squares_Regression_Part_1.mp4 46.49 MB
05_-_Linear_Regression/45_-_Least_Squares_Regression_Part_2.mp4 63.7 MB
05_-_Linear_Regression/46_-_Least_Squares_Regression_Part_3.mp4 54.66 MB
05_-_Linear_Regression/47.1_-_Stats_5_3.zip 38.86 KB
05_-_Linear_Regression/47_-_Least_Squares_Regression_Part_4.mp4 83.05 MB
05_-_Linear_Regression/48_-_Correlation_Part_1.mp4 42.81 MB
05_-_Linear_Regression/49_-_Correlation_Part_2.mp4 42.81 MB
05_-_Linear_Regression/50.1_-_Stats_5_4.zip 33.97 KB
05_-_Linear_Regression/50_-_Correlation_Part_3.mp4 63.23 MB
05_-_Linear_Regression/51_-_Correlation_-_r_vs._r-squared_Part_1.mp4 48.31 MB
05_-_Linear_Regression/52_-_Correlation_-_r_vs._r-squared_Part_2.mp4 72.85 MB
05_-_Linear_Regression/53.1_-_Stats_5_5.zip 37.21 KB
05_-_Linear_Regression/53_-_Correlation_-_r_vs._r-squared_Part_3.mp4 111.93 MB
05_-_Linear_Regression/54_-_Transformations_of_Data_Part_1.mp4 33.95 MB
05_-_Linear_Regression/55.1_-_Stats_5_6.zip 42.74 KB
05_-_Linear_Regression/55_-_Transformations_of_Data_Part_2.mp4 64.47 MB
06_-_Collecting_Data_in_an_Experiment/56_-_Sampling_and_Bias_Part_1.mp4 39.67 MB
06_-_Collecting_Data_in_an_Experiment/57_-_Sampling_and_Bias_Part_2.mp4 47.15 MB
06_-_Collecting_Data_in_an_Experiment/58_-_Sampling_and_Bias_Part_3.mp4 46.52 MB
06_-_Collecting_Data_in_an_Experiment/59_-_Sampling_and_Bias_Part_4.mp4 43.97 MB
06_-_Collecting_Data_in_an_Experiment/60_-_Sampling_Methods.mp4 47.29 MB
06_-_Collecting_Data_in_an_Experiment/61_-_Research_Design_Part_1.mp4 50.91 MB
06_-_Collecting_Data_in_an_Experiment/62_-_Research_Design_Part_2.mp4 51.8 MB
06_-_Collecting_Data_in_an_Experiment/63_-_Research_Design_Part_3.mp4 63.96 MB
06_-_Collecting_Data_in_an_Experiment/64_-_Between_and_Within_Treatment_Variability_Part_1.mp4 53.67 MB
06_-_Collecting_Data_in_an_Experiment/65_-_Between_and_Within_Treatment_Variability_Part_2.mp4 33.82 MB
06_-_Collecting_Data_in_an_Experiment/66_-_Between_and_Within_Treatment_Variability_Part_3.mp4 50.02 MB
07_-_Review_of_Probability_Axioms/67_-_Sample_Spaces_Part_1.mp4 47.66 MB
07_-_Review_of_Probability_Axioms/68_-_Sample_Spaces_Part_2.mp4 39.22 MB
07_-_Review_of_Probability_Axioms/69_-_Sample_Spaces_Part_3.mp4 31.49 MB
07_-_Review_of_Probability_Axioms/70_-_Addition_Rule_for_Disjoint_Events_Part_1.mp4 31.92 MB
07_-_Review_of_Probability_Axioms/71_-_Addition_Rule_for_Disjoint_Events_Part_2.mp4 28.1 MB
07_-_Review_of_Probability_Axioms/72_-_Conditional_Probability_Part_1.mp4 44.92 MB
07_-_Review_of_Probability_Axioms/73_-_Conditional_Probability_Part_2.mp4 46.28 MB
07_-_Review_of_Probability_Axioms/74_-_Conditional_Probability_Part_3.mp4 44.51 MB
07_-_Review_of_Probability_Axioms/75_-_Conditional_Probability_Part_4.mp4 35.51 MB
07_-_Review_of_Probability_Axioms/76_-_Independent_Events_Part_1.mp4 31.32 MB
07_-_Review_of_Probability_Axioms/77_-_Independent_Events_Part_2.mp4 38.42 MB
08_-_Probability_Distributions/78_-_Introduction_to_Probability_Distributions_Part_1.mp4 51.73 MB
08_-_Probability_Distributions/79_-_Introduction_to_Probability_Distributions_Part_2.mp4 55.17 MB
08_-_Probability_Distributions/80_-_Introduction_to_Probability_Distributions_Part_3.mp4 38.73 MB
08_-_Probability_Distributions/81.1_-_Stats_8_1.zip 33 KB
08_-_Probability_Distributions/81_-_Introduction_to_Probability_Distributions_Part_4.mp4 35.14 MB
08_-_Probability_Distributions/82_-_Expected_Value_and_Variance_of_Probability_Distributions_Part_1.mp4 55.02 MB
08_-_Probability_Distributions/83_-_Expected_Value_and_Variance_of_Probability_Distributions_Part_2.mp4 44.58 MB
08_-_Probability_Distributions/84.1_-_Stats_8_2.zip 41.34 KB
08_-_Probability_Distributions/84_-_Expected_Value_and_Variance_of_Probability_Distributions_Part_3.mp4 72.4 MB
08_-_Probability_Distributions/85_-_Binomial_Distribution_Part_1.mp4 69.06 MB
08_-_Probability_Distributions/86_-_Binomial_Distribution_Part_2.mp4 60.92 MB
08_-_Probability_Distributions/87_-_Binomial_Distribution_Part_3.mp4 66.01 MB
09_-_Sampling_Distributions_of_Statistics/88_-_Introduction_to_Sampling_Distributions_Part_1.mp4 39.43 MB
09_-_Sampling_Distributions_of_Statistics/89_-_Introduction_to_Sampling_Distributions_Part_2.mp4 51.79 MB
09_-_Sampling_Distributions_of_Statistics/90_-_Introduction_to_Sampling_Distributions_Part_3.mp4 56.34 MB
09_-_Sampling_Distributions_of_Statistics/91_-_Sampling_Distribution_of_the_Mean_Part_1.mp4 44.79 MB
09_-_Sampling_Distributions_of_Statistics/92_-_Sampling_Distribution_of_the_Mean_Part_2.mp4 33.43 MB
09_-_Sampling_Distributions_of_Statistics/93_-_Sampling_Distribution_of_the_Mean_Part_3.mp4 44.13 MB
09_-_Sampling_Distributions_of_Statistics/94_-_Sampling_Distribution_of_the_Mean_Part_4.mp4 40.43 MB
09_-_Sampling_Distributions_of_Statistics/95_-_Sampling_Distribution_of_the_Mean_Part_5.mp4 47.66 MB
09_-_Sampling_Distributions_of_Statistics/96_-_Sampling_Distribution_of_Sample_Proportions_Part_1.mp4 55.21 MB
09_-_Sampling_Distributions_of_Statistics/98_-_Sampling_Distribution_of_Sample_Proportions_Part_3.mp4 51.25 MB
10_-_Inferential_Statistics/99_-_Introduction_to_Confidence_Intervals_Part_1.mp4 55.44 MB
10_-_Inferential_Statistics/100_-_Introduction_to_Confidence_Intervals_Part_2.mp4 33.76 MB
10_-_Inferential_Statistics/101_-_Introduction_to_Confidence_Intervals_Part_3.mp4 41.73 MB
10_-_Inferential_Statistics/102_-_t_Distributions_Part_1.mp4 49.01 MB
10_-_Inferential_Statistics/103_-_t_Distributions_Part_2.mp4 40.1 MB
10_-_Inferential_Statistics/104_-_t_Distributions_Part_3.mp4 45.1 MB
10_-_Inferential_Statistics/105_-_t_Distributions_Part_4.mp4 58.33 MB
10_-_Inferential_Statistics/106_-_Introduction_to_Hypothesis_Testing_Part_1.mp4 43.62 MB
10_-_Inferential_Statistics/107_-_Introduction_to_Hypothesis_Testing_Part_2.mp4 33.76 MB
10_-_Inferential_Statistics/108_-_Introduction_to_Hypothesis_Testing_Part_3.mp4 74.09 MB
10_-_Inferential_Statistics/109_-_Introduction_to_Hypothesis_Testing_Part_4.mp4 43.62 MB
10_-_Inferential_Statistics/110.1_-_Stats_10_3.zip 27.05 KB
10_-_Inferential_Statistics/110_-_Introduction_to_Hypothesis_Testing_Part_5.mp4 28.18 MB
10_-_Inferential_Statistics/111_-_Confidence_Intervals_for_the_Difference_of_Two_Independent_Means_Part_1.mp4 38.93 MB
10_-_Inferential_Statistics/112_-_Confidence_Intervals_for_the_Difference_of_Two_Independent_Means_Part_2.mp4 39.79 MB
10_-_Inferential_Statistics/113_-_Confidence_Intervals_for_the_Difference_of_Two_Independent_Means_Part_3.mp4 32.77 MB
10_-_Inferential_Statistics/114_-_Confidence_Intervals_for_the_Difference_of_Two_Independent_Means_Part_4.mp4 44.66 MB
10_-_Inferential_Statistics/115_-_Hypothesis_Testing_for_the_Difference_of_Two_Independent_Means_Part_1.mp4 54.87 MB
10_-_Inferential_Statistics/116_-_Hypothesis_Testing_for_the_Difference_of_Two_Independent_Means_Part_2.mp4 62.31 MB
10_-_Inferential_Statistics/117.1_-_Stats_10_5.zip 27.59 KB
10_-_Inferential_Statistics/117_-_Hypothesis_Testing_for_the_Difference_of_Two_Independent_Means_Part_3.mp4 73.81 MB
10_-_Inferential_Statistics/118_-_Confidence_Intervals_and_Hypothesis_Testing_for_Difference_of_Two_Paired_Means_1.mp4 56.41 MB
10_-_Inferential_Statistics/119_-_Confidence_Intervals_and_Hypothesis_Testing_for_Difference_of_Two_Paired_Means_2.mp4 41.52 MB
10_-_Inferential_Statistics/120_-_Confidence_Intervals_and_Hypothesis_Testing_for_Difference_of_Two_Paired_Means_3.mp4 71.13 MB
10_-_Inferential_Statistics/121_-_Confidence_Intervals_and_Hypothesis_Testing_for_Difference_of_Two_Paired_Means_4.mp4 44.75 MB
10_-_Inferential_Statistics/122.1_-_Stats_10_6.zip 38.64 KB
10_-_Inferential_Statistics/122_-_Confidence_Intervals_and_Hypothesis_Testing_for_Difference_of_Two_Paired_Means_5.mp4 44.96 MB
10_-_Inferential_Statistics/123_-_Type_I_and_Type_II_Errors_Part_1.mp4 54.21 MB
10_-_Inferential_Statistics/124_-_Type_I_and_Type_II_Errors_Part_2.mp4 46.99 MB
10_-_Inferential_Statistics/125_-_Effect_Size_and_Power_Part_1.mp4 46.83 MB
10_-_Inferential_Statistics/126_-_Effect_Size_and_Power_Part_2.mp4 39.99 MB
10_-_Inferential_Statistics/127_-_Effect_Size_and_Power_Part_3.mp4 51.27 MB
11_-_Analysis_of_Variance/128_-_F-distributions_Part_1.mp4 35.82 MB
11_-_Analysis_of_Variance/129_-_F-distributions_Part_2.mp4 35.42 MB
11_-_Analysis_of_Variance/130_-_ANOVA_with_Independent_Samples_Part_1.mp4 59.25 MB
11_-_Analysis_of_Variance/131_-_ANOVA_with_Independent_Samples_Part_2.mp4 51.98 MB
11_-_Analysis_of_Variance/132_-_ANOVA_with_Independent_Samples_Part_3.mp4 88.34 MB
11_-_Analysis_of_Variance/133.1_-_Stats_11_2.zip 10.86 KB
11_-_Analysis_of_Variance/133_-_ANOVA_with_Independent_Samples_Part_4.mp4 52.46 MB
11_-_Analysis_of_Variance/134_-_Repeated_Measures_ANOVA_Part_1.mp4 45.08 MB
11_-_Analysis_of_Variance/135_-_Repeated_Measures_ANOVA_Part_2.mp4 55.8 MB
11_-_Analysis_of_Variance/136_-_Repeated_Measures_ANOVA_Part_3.mp4 22.63 MB
11_-_Analysis_of_Variance/137_-_Repeated_Measures_ANOVA_Part_4.mp4 82.9 MB
11_-_Analysis_of_Variance/138.1_-_Stats_11_3.zip 12.54 KB
11_-_Analysis_of_Variance/138_-_Repeated_Measures_ANOVA_Part_5.mp4 88.3 MB
12_-_Chi-square_Test/139_-_Chi-Square_Goodness-of-Fit_Test_Part_1.mp4 56.88 MB
12_-_Chi-square_Test/140_-_Chi-Square_Goodness-of-Fit_Test_Part_2.mp4 37.22 MB
12_-_Chi-square_Test/141_-_Chi-Square_Goodness-of-Fit_Test_Part_3.mp4 46.35 MB
12_-_Chi-square_Test/142.1_-_Stats_12_1.zip 26.81 KB
12_-_Chi-square_Test/142_-_Chi-Square_Goodness-of-Fit_Test_Part_4.mp4 52.08 MB
12_-_Chi-square_Test/143_-_Chi-Square_Test_of_Homogeneity_Part_1.mp4 61.95 MB
12_-_Chi-square_Test/144_-_Chi-Square_Test_of_Homogeneity_Part_2.mp4 48.32 MB
12_-_Chi-square_Test/145_-_Chi-Square_Test_of_Homogeneity_Part_3.mp4 47.25 MB
13_-_Overview_of_Statistics/146_-_Overview_of_Statistics.mp4 51.62 MB
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