Statistics Slam Dunk, Video Edition
Download Free Download : Statistics Slam Dunk, Video Edition
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:2.72 GB
Files Included :
001 Chapter 1 Getting started.mp4 (19.41 MB)
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002 Chapter 1 Why R.mp4 (30.73 MB)
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003 Chapter 1 How this book works.mp4 (25.03 MB)
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004 Chapter 1 Summary.mp4 (5.76 MB)
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005 Chapter 2 Exploring data.mp4 (17.98 MB)
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006 Chapter 2 Importing data.mp4 (6.2 MB)
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007 Chapter 2 Wrangling data.mp4 (29.47 MB)
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008 Chapter 2 Variable breakdown.mp4 (21.08 MB)
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009 Chapter 2 Exploratory data analysis.mp4 (110.34 MB)
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010 Chapter 2 Writing data.mp4 (1.68 MB)
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011 Chapter 2 Summary.mp4 (7.42 MB)
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012 Chapter 3 Segmentation analysis.mp4 (15.37 MB)
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013 Chapter 3 Loading packages.mp4 (4.62 MB)
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014 Chapter 3 Importing and viewing data.mp4 (4.56 MB)
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015 Chapter 3 Creating another derived variable.mp4 (8.59 MB)
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016 Chapter 3 Visualizing means and medians.mp4 (44.83 MB)
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017 Chapter 3 Preliminary conclusions.mp4 (9.4 MB)
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018 Chapter 3 Sankey diagram.mp4 (32.43 MB)
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019 Chapter 3 Expected value analysis.mp4 (25.02 MB)
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020 Chapter 3 Hierarchical clustering.mp4 (33.09 MB)
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021 Chapter 3 Summary.mp4 (8.04 MB)
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022 Chapter 4 Constrained optimization.mp4 (13.93 MB)
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023 Chapter 4 Loading packages.mp4 (5.69 MB)
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024 Chapter 4 Importing data.mp4 (2.68 MB)
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025 Chapter 4 Knowing the data.mp4 (8.87 MB)
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026 Chapter 4 Visualizing the data.mp4 (35.23 MB)
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027 Chapter 4 Constrained optimization setup.mp4 (13.12 MB)
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028 Chapter 4 Constrained optimization construction.mp4 (9.73 MB)
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029 Chapter 4 Results.mp4 (11.23 MB)
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030 Chapter 4 Summary.mp4 (7.47 MB)
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031 Chapter 5 Regression models.mp4 (18.11 MB)
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032 Chapter 5 Importing data.mp4 (2.17 MB)
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033 Chapter 5 Knowing the data.mp4 (13.69 MB)
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034 Chapter 5 Identifying outliers.mp4 (27.4 MB)
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035 Chapter 5 Checking for normality.mp4 (17.83 MB)
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036 Chapter 5 Visualizing and testing correlations.mp4 (14.14 MB)
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037 Chapter 5 Multiple linear regression.mp4 (67.54 MB)
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038 Chapter 5 Regression tree.mp4 (16.99 MB)
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039 Chapter 5 Summary.mp4 (10.86 MB)
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040 Chapter 6 More wrangling and visualizing data.mp4 (6.95 MB)
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041 Chapter 6 Importing data.mp4 (3.68 MB)
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042 Chapter 6 Wrangling data.mp4 (25.48 MB)
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043 Chapter 6 Analysis.mp4 (62.55 MB)
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044 Chapter 6 Summary.mp4 (5.67 MB)
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045 Chapter 7 T-testing and effect size testing.mp4 (12.8 MB)
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046 Chapter 7 Importing data.mp4 (853.08 KB)
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047 Chapter 7 Wrangling data.mp4 (9.63 MB)
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048 Chapter 7 Analysis on 2018-19 data.mp4 (60.47 MB)
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049 Chapter 7 Analysis on 2019-20 data.mp4 (27.2 MB)
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050 Chapter 7 Summary.mp4 (9.22 MB)
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051 Chapter 8 Optimal stopping.mp4 (9.63 MB)
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052 Chapter 8 Importing images.mp4 (3.42 MB)
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053 Chapter 8 Importing and viewing data.mp4 (5.42 MB)
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054 Chapter 8 Exploring and wrangling data.mp4 (26.87 MB)
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055 Chapter 8 Analysis.mp4 (74.9 MB)
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056 Chapter 8 Summary.mp4 (9.75 MB)
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057 Chapter 9 Chi-square testing and more effect size testing.mp4 (18.68 MB)
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058 Chapter 9 Importing data.mp4 (2.36 MB)
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059 Chapter 9 Wrangling data.mp4 (13.54 MB)
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060 Chapter 9 Computing permutations.mp4 (11.76 MB)
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061 Chapter 9 Visualizing results.mp4 (22.38 MB)
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062 Chapter 9 Statistical test of significance.mp4 (22.09 MB)
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063 Chapter 9 Effect size testing.mp4 (4.76 MB)
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064 Chapter 9 Summary.mp4 (6.06 MB)
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065 Chapter 10 Doing more with ggplot2.mp4 (8.35 MB)
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066 Chapter 10 Importing and viewing data.mp4 (12.03 MB)
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067 Chapter 10 Salaries and salary cap analysis.mp4 (23.07 MB)
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068 Chapter 10 Analysis.mp4 (93.41 MB)
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069 Chapter 10 Summary.mp4 (11.62 MB)
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070 Chapter 11 K-means clustering.mp4 (10.39 MB)
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071 Chapter 11 Importing data.mp4 (6.31 MB)
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072 Chapter 11 A primer on standard deviations and z-scores.mp4 (14.38 MB)
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073 Chapter 11 Analysis.mp4 (47.24 MB)
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074 Chapter 11 K-means clustering.mp4 (59.58 MB)
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075 Chapter 11 Summary.mp4 (8.04 MB)
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076 Chapter 12 Computing and plotting inequality.mp4 (17.55 MB)
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077 Chapter 12 Loading packages.mp4 (2.09 MB)
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078 Chapter 12 Importing and viewing data.mp4 (15.03 MB)
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079 Chapter 12 Wrangling data.mp4 (23.02 MB)
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080 Chapter 12 Gini coefficients.mp4 (13.75 MB)
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081 Chapter 12 Lorenz curves.mp4 (14.47 MB)
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082 Chapter 12 Salary inequality and championships.mp4 (37.56 MB)
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083 Chapter 12 Salary inequality and wins and losses.mp4 (14.04 MB)
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084 Chapter 12 Gini coefficient bands versus winning percentage.mp4 (9.12 MB)
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085 Chapter 12 Summary.mp4 (8.66 MB)
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086 Chapter 13 More with Gini coefficients and Lorenz curves.mp4 (14.31 MB)
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087 Chapter 13 Importing and viewing data.mp4 (2.79 MB)
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088 Chapter 13 Wrangling data.mp4 (19.1 MB)
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089 Chapter 13 Gini coefficients.mp4 (15.2 MB)
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090 Chapter 13 Lorenz curves.mp4 (16.62 MB)
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091 Chapter 13 For loops.mp4 (21.51 MB)
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092 Chapter 13 User-defined functions.mp4 (17.67 MB)
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093 Chapter 13 Win share inequality and championships.mp4 (56.01 MB)
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094 Chapter 13 Win share inequality and wins and losses.mp4 (7.61 MB)
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095 Chapter 13 Gini coefficient bands versus winning percentage.mp4 (12.35 MB)
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096 Chapter 13 Summary.mp4 (9.96 MB)
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097 Chapter 14 Intermediate and advanced modeling.mp4 (10.09 MB)
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098 Chapter 14 Importing and wrangling data.mp4 (40.7 MB)
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099 Chapter 14 Exploring data.mp4 (9.31 MB)
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100 Chapter 14 Correlations.mp4 (27.94 MB)
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101 Chapter 14 Analysis of variance models.mp4 (35.2 MB)
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102 Chapter 14 Logistic regressions.mp4 (53.11 MB)
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103 Chapter 14 Paired data before and after.mp4 (11.2 MB)
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104 Chapter 14 Summary.mp4 (9.57 MB)
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105 Chapter 15 The Lindy effect.mp4 (15.09 MB)
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106 Chapter 15 Importing and viewing data.mp4 (21.1 MB)
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107 Chapter 15 Visualizing data.mp4 (25.8 MB)
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108 Chapter 15 Pareto charts.mp4 (29.57 MB)
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109 Chapter 15 Summary.mp4 (4.33 MB)
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110 Chapter 16 Randomness versus causality.mp4 (12.2 MB)
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111 Chapter 16 Importing and wrangling data.mp4 (19.83 MB)
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112 Chapter 16 Rule of succession and the hot hand.mp4 (24.66 MB)
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113 Chapter 16 Player-level analysis.mp4 (34.98 MB)
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114 Chapter 16 League-wide analysis.mp4 (10 MB)
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115 Chapter 16 Summary.mp4 (7.36 MB)
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116 Chapter 17 Collective intelligence.mp4 (11.69 MB)
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117 Chapter 17 Importing data.mp4 (2.1 MB)
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118 Chapter 17 Wrangling data.mp4 (19.13 MB)
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119 Chapter 17 Automated exploratory data analysis.mp4 (79.44 MB)
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120 Chapter 17 Results.mp4 (45.1 MB)
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121 Chapter 17 Summary.mp4 (6.88 MB)
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122 Chapter 18 Statistical dispersion methods.mp4 (10.11 MB)
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123 Chapter 18 Importing data.mp4 (2.29 MB)
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124 Chapter 18 Exploring and wrangling data.mp4 (18.28 MB)
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125 Chapter 18 Measures of statistical dispersion and intra-season parity.mp4 (41.38 MB)
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126 Chapter 18 Churn and inter-season parity.mp4 (22.36 MB)
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127 Chapter 18 Summary.mp4 (3.26 MB)
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128 Chapter 19 Data standardization.mp4 (14.48 MB)
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129 Chapter 19 Importing and viewing data.mp4 (9.24 MB)
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130 Chapter 19 Wrangling data.mp4 (23.32 MB)
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131 Chapter 19 Standardizing data.mp4 (37.88 MB)
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132 Chapter 19 Summary.mp4 (5.36 MB)
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133 Chapter 20 Finishing up.mp4 (26.08 MB)
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134 Chapter 20 Significance testing.mp4 (26.2 MB)
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135 Chapter 20 Effect size testing.mp4 (19.06 MB)
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136 Chapter 20 Modeling.mp4 (18.36 MB)
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137 Chapter 20 Operations research.mp4 (26.28 MB)
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138 Chapter 20 Probability.mp4 (13.65 MB)
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139 Chapter 20 Statistical dispersion.mp4 (9.77 MB)
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140 Chapter 20 Standardization.mp4 (8.71 MB)
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141 Chapter 20 Summary statistics and visualization.mp4 (24.23 MB)
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