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文档列表

04 Distributions/023 Poisson Distribution.mp4 101.8 MB
04 Distributions/025 Normal Distribution - Formulas and Z Scores.mp4 84.5 MB
05 Statistics/029 Sampling.mp4 78.0 MB
05 Statistics/037 Students T Distribution Example Exercise.mp4 73.0 MB
05 Statistics/032 Hypothesis Testing.mp4 69.6 MB
03 Probability/018 Bayes Theorem.mp4 67.0 MB
02 Data/004 Measuring Data.mp4 63.3 MB
04 Distributions/022 Binomial Distribution.mp4 63.0 MB
07 Regression/046 Linear Regression.mp4 61.4 MB
05 Statistics/036 Students T Distribution.mp4 59.2 MB
07 Regression/048 Multiple Regression.mp4 58.5 MB
06 Analysis of Variance (ANOVA)/044 Two Way ANOVA with Replication.mp4 55.5 MB
02 Data/008 Bi-variate Data and Covariance.mp4 52.6 MB
06 Analysis of Variance (ANOVA)/042 Two Way ANOVA Overview.mp4 52.3 MB
02 Data/003 What is Data.mp4 49.6 MB
08 Chi-Square Analysis/050 Chi-Square Analysis.mp4 48.6 MB
05 Statistics/031 Standard Error.mp4 48.4 MB
06 Analysis of Variance (ANOVA)/040 ANOVA - Analysis of Variance.mp4 44.9 MB
03 Probability/012 Permutations.mp4 42.8 MB
08 Chi-Square Analysis/051 Chi Squared Analysis - Exercise Example.mp4 40.7 MB
04 Distributions/024 Normal Distribution.mp4 40.3 MB
02 Data/009 Pearson Correlation Coefficient.mp4 38.6 MB
03 Probability/013 Combinations.mp4 37.9 MB
02 Data/006 Measurements of Dispersion.mp4 37.1 MB
06 Analysis of Variance (ANOVA)/043 Two Way ANOVA Example Exercise.mp4 36.7 MB
03 Probability/014 Intersections Unions and Complements.mp4 36.2 MB
05 Statistics/033 Hypothesis Testing Example Exercise 1.mp4 35.9 MB
06 Analysis of Variance (ANOVA)/041 F Distribution.mp4 33.1 MB
03 Probability/017 Addition and Multiplication Rules.mp4 31.7 MB
05 Statistics/035 Type 1 and Type 2 Errors.mp4 31.2 MB
02 Data/007 Measurements - Quartiles.mp4 30.7 MB
03 Probability/011 What is Probability.mp4 29.7 MB
07 Regression/047 Regression Example.mp4 29.3 MB
03 Probability/015 Independent and Dependent Events.mp4 28.1 MB
01 Introduction/001 Course Overview Lecture - PLEASE DO NOT SKIP THIS.mp4 26.6 MB
05 Statistics/034 Hypothesis Testing Example Exercise 2.mp4 25.8 MB
03 Probability/016 Conditional Probability.mp4 25.5 MB
02 Data/005 Measurements of Central Tendency.mp4 24.4 MB
05 Statistics/030 Central Limit Theorem.mp4 24.2 MB
01 Introduction/002 Probability-and-Statistics-Part-4-Statistics_jp2.zip 18.6 MB
01 Introduction/002 Probability-and-Statistics-Part-5-ANOVA_jp2.zip 15.2 MB
05 Statistics/028 What is Statistics.mp4 14.1 MB
01 Introduction/002 Probability-and-Statistics-Part-2-Probability_jp2.zip 11.4 MB
01 Introduction/002 Probability-and-Statistics-Part-1-Data_jp2.zip 10.4 MB
01 Introduction/002 Probability-and-Statistics-Part-3-Distributions_jp2.zip 9.8 MB
06 Analysis of Variance (ANOVA)/039 Introduction to ANOVA.mp4 9.6 MB
04 Distributions/021 Uniform Distribution.mp4 8.9 MB
04 Distributions/020 Introduction to Distributions.mp4 7.8 MB
01 Introduction/002 Probability-and-Statistics-Part-6-Regression_jp2.zip 7.5 MB
01 Introduction/002 Probability-and-Statistics-Part-7-ChiSquare_jp2.zip 4.5 MB
01 Introduction/002 Probability-and-Statistics-Part-4-Statistics.pdf 1.7 MB
01 Introduction/002 Probability-and-Statistics-Part-5-ANOVA.pdf 1.2 MB
01 Introduction/002 Probability-and-Statistics-Part-1-Data.pdf 1.1 MB
03 Probability/019 Exercise02-Probability-ANSWERS_jp2.zip 1.1 MB
05 Statistics/038 Exercise04-Statistics-ANSWERS_jp2.zip 944.4 kB
04 Distributions/026 Exercise03-Distributions-ANSWERS_jp2.zip 941.8 kB
01 Introduction/002 Probability-and-Statistics-Part-4-Statistics_hocr.html 930.5 kB
01 Introduction/002 Probability-and-Statistics-Part-6-Regression.pdf 915.4 kB
02 Data/010 Exercise01-Data-ANSWERS_jp2.zip 900.3 kB
01 Introduction/002 Probability-and-Statistics-Part-5-ANOVA_hocr.html 875.8 kB
01 Introduction/002 Probability-and-Statistics-Part-3-Distributions.pdf 783.6 kB
01 Introduction/002 Probability-and-Statistics-Part-2-Probability.pdf 769.1 kB
01 Introduction/002 Probability-and-Statistics-Part-1-Data_hocr.html 702.8 kB
03 Probability/019 Exercise02-Probability_jp2.zip 648.8 kB
07 Regression/049 Exercise06-Regression-ANSWERS_jp2.zip 644.2 kB
05 Statistics/036 Table-t-distribution.pdf 609.2 kB
01 Introduction/002 Probability-and-Statistics-Part-7-ChiSquare.pdf 598.7 kB
05 Statistics/036 Table-t-distribution_jp2.zip 571.6 kB
01 Introduction/002 Probability-and-Statistics-Part-2-Probability_hocr.html 549.5 kB
06 Analysis of Variance (ANOVA)/045 Exercise05-ANOVA-ANSWERS_jp2.zip 549.4 kB
04 Distributions/026 Exercise03-Distributions_jp2.zip 531.3 kB
01 Introduction/002 Probability-and-Statistics-Part-3-Distributions_hocr.html 508.6 kB
08 Chi-Square Analysis/050 Table-chi-square-distribution.pdf 499.9 kB
01 Introduction/002 Probability-and-Statistics-Part-4-Statistics_djvu.xml 482.7 kB
01 Introduction/002 Probability-and-Statistics-Part-6-Regression_hocr.html 463.6 kB
01 Introduction/002 Probability-and-Statistics-Part-5-ANOVA_djvu.xml 420.8 kB
06 Analysis of Variance (ANOVA)/041 Table-F-distribution.pdf 420.8 kB
08 Chi-Square Analysis/050 Table-chi-square-distribution_jp2.zip 416.7 kB
05 Statistics/038 Exercise04-Statistics_jp2.zip 394.9 kB
06 Analysis of Variance (ANOVA)/041 Table-F-distribution_jp2.zip 392.8 kB
02 Data/010 Exercise01-Data_jp2.zip 386.5 kB
01 Introduction/002 Probability-and-Statistics-Part-4-Statistics_chocr.html.gz 368.0 kB
01 Introduction/002 Probability-and-Statistics-Part-1-Data_djvu.xml 347.1 kB
08 Chi-Square Analysis/052 Exercise07-ChiSquare-ANSWERS_jp2.zip 329.9 kB
probability-and-statistics-for-business-and-data-science_meta.sqlite 307.2 kB
07 Regression/049 Exercise06-Regression_jp2.zip 301.1 kB
01 Introduction/002 Probability-and-Statistics-Part-5-ANOVA_chocr.html.gz 295.4 kB
01 Introduction/002 Probability-and-Statistics-Part-2-Probability_djvu.xml 289.6 kB
06 Analysis of Variance (ANOVA)/045 Exercise05-ANOVA_jp2.zip 287.6 kB
01 Introduction/002 Probability-and-Statistics-Part-3-Distributions_djvu.xml 263.3 kB
01 Introduction/002 Probability-and-Statistics-Part-7-ChiSquare_hocr.html 251.5 kB
08 Chi-Square Analysis/052 Exercise07-ChiSquare_jp2.zip 246.2 kB
01 Introduction/002 Probability-and-Statistics-Part-1-Data_chocr.html.gz 239.1 kB
01 Introduction/002 Probability-and-Statistics-Part-6-Regression_djvu.xml 226.2 kB
01 Introduction/002 Probability-and-Statistics-Part-2-Probability_chocr.html.gz 203.2 kB
01 Introduction/002 Probability-and-Statistics-Part-3-Distributions_chocr.html.gz 199.2 kB
02 Data/010 Exercise01-Data-ANSWERS.pdf 177.6 kB
03 Probability/019 Exercise02-Probability-ANSWERS.pdf 173.8 kB
01 Introduction/002 Probability-and-Statistics-Part-6-Regression_chocr.html.gz 171.3 kB
05 Statistics/038 Exercise04-Statistics-ANSWERS.pdf 157.8 kB
06 Analysis of Variance (ANOVA)/040 ANOVA1.xlsx 153.3 kB
04 Distributions/026 Exercise03-Distributions-ANSWERS.pdf 152.6 kB
06 Analysis of Variance (ANOVA)/045 Exercise05-ANOVA-ANSWERS.pdf 148.9 kB
05 Statistics/036 TTEST.xlsx 145.2 kB
08 Chi-Square Analysis/052 Exercise07-ChiSquare-ANSWERS.pdf 140.4 kB
07 Regression/049 Exercise06-Regression-ANSWERS.pdf 132.7 kB
02 Data/010 Exercise01-Data.pdf 131.7 kB
08 Chi-Square Analysis/052 Exercise07-ChiSquare.pdf 128.8 kB
01 Introduction/002 Probability-and-Statistics-Part-7-ChiSquare_djvu.xml 128.6 kB
03 Probability/019 Exercise02-Probability.pdf 119.0 kB
04 Distributions/026 Exercise03-Distributions.pdf 117.9 kB
05 Statistics/038 Exercise04-Statistics.pdf 116.2 kB
06 Analysis of Variance (ANOVA)/045 Exercise05-ANOVA.pdf 114.8 kB
03 Probability/019 Exercise02-Probability-ANSWERS_hocr.html 109.2 kB
01 Introduction/002 Probability-and-Statistics-Part-7-ChiSquare_chocr.html.gz 97.8 kB
02 Data/010 Exercise01-Data-ANSWERS_hocr.html 94.9 kB
07 Regression/049 Exercise06-Regression.pdf 94.8 kB
05 Statistics/038 Exercise04-Statistics-ANSWERS_hocr.html 87.8 kB
06 Analysis of Variance (ANOVA)/041 Table-F-distribution_hocr.html 87.3 kB
04 Distributions/026 Exercise03-Distributions-ANSWERS_hocr.html 81.6 kB
03 Probability/019 Exercise02-Probability_hocr.html 68.1 kB
07 Regression/049 Exercise06-Regression-ANSWERS_hocr.html 65.2 kB
03 Probability/019 Exercise02-Probability-ANSWERS_djvu.xml 57.3 kB
04 Distributions/026 Exercise03-Distributions_hocr.html 53.9 kB
03 Probability/019 Exercise02-Probability-ANSWERS_chocr.html.gz 51.1 kB
06 Analysis of Variance (ANOVA)/045 Exercise05-ANOVA-ANSWERS_hocr.html 50.5 kB
02 Data/010 Exercise01-Data-ANSWERS_djvu.xml 48.2 kB
05 Statistics/038 Exercise04-Statistics-ANSWERS_djvu.xml 45.4 kB
05 Statistics/038 Exercise04-Statistics_hocr.html 44.5 kB
02 Data/010 Exercise01-Data_hocr.html 43.4 kB
04 Distributions/026 Exercise03-Distributions-ANSWERS_djvu.xml 42.9 kB
06 Analysis of Variance (ANOVA)/041 Table-F-distribution_djvu.xml 42.5 kB
02 Data/010 Exercise01-Data-ANSWERS_chocr.html.gz 41.9 kB
05 Statistics/038 Exercise04-Statistics-ANSWERS_chocr.html.gz 41.5 kB
04 Distributions/026 Exercise03-Distributions-ANSWERS_chocr.html.gz 40.2 kB
01 Introduction/002 Probability-and-Statistics-Part-4-Statistics_scandata.xml 39.6 kB
06 Analysis of Variance (ANOVA)/040 ANOVA2.xlsx 39.3 kB
06 Analysis of Variance (ANOVA)/044 ANOVA2WAY2.xlsx 38.9 kB
07 Regression/049 Exercise06-Regression_hocr.html 38.4 kB
06 Analysis of Variance (ANOVA)/042 ANOVA2WAY1.xlsx 38.2 kB
03 Probability/019 Exercise02-Probability_djvu.xml 36.1 kB
03 Probability/019 Exercise02-Probability_chocr.html.gz 34.6 kB
06 Analysis of Variance (ANOVA)/041 Table-F-distribution_chocr.html.gz 32.9 kB
07 Regression/049 Exercise06-Regression-ANSWERS_djvu.xml 32.8 kB
06 Analysis of Variance (ANOVA)/045 Exercise05-ANOVA_hocr.html 30.7 kB
08 Chi-Square Analysis/052 Exercise07-ChiSquare-ANSWERS_hocr.html 30.3 kB
07 Regression/049 Exercise06-Regression-ANSWERS_chocr.html.gz 29.4 kB
01 Introduction/002 Probability-and-Statistics-Part-5-ANOVA_scandata.xml 28.7 kB
04 Distributions/026 Exercise03-Distributions_djvu.xml 28.4 kB
01 Introduction/002 Probability-and-Statistics-Part-4-Statistics_djvu.txt 28.1 kB
08 Chi-Square Analysis/052 Exercise07-ChiSquare_hocr.html 27.7 kB
01 Introduction/002 Probability-and-Statistics-Part-1-Data_scandata.xml 27.1 kB
01 Introduction/002 Probability-and-Statistics-Part-2-Probability_scandata.xml 27.1 kB
04 Distributions/023 Poisson Distribution-en.srt 26.8 kB
06 Analysis of Variance (ANOVA)/045 Exercise05-ANOVA-ANSWERS_djvu.xml 25.7 kB
04 Distributions/026 Exercise03-Distributions_chocr.html.gz 25.5 kB
06 Analysis of Variance (ANOVA)/045 Exercise05-ANOVA-ANSWERS_chocr.html.gz 24.5 kB
01 Introduction/002 Probability-and-Statistics-Part-3-Distributions_scandata.xml 24.3 kB
05 Statistics/036 Table-t-distribution_hocr.html 23.8 kB
05 Statistics/038 Exercise04-Statistics_djvu.xml 22.3 kB
02 Data/010 Exercise01-Data_djvu.xml 22.2 kB
01 Introduction/002 Probability-and-Statistics-Part-5-ANOVA_djvu.txt 21.8 kB
04 Distributions/025 Normal Distribution - Formulas and Z Scores-en.srt 21.7 kB
07 Regression/047 REGRESSION2.xlsx 21.3 kB
02 Data/004 Measuring Data-en.srt 20.2 kB
05 Statistics/038 Exercise04-Statistics_chocr.html.gz 20.0 kB
02 Data/010 Exercise01-Data_chocr.html.gz 19.2 kB
04 Distributions/022 Binomial Distribution-en.srt 19.0 kB
06 Analysis of Variance (ANOVA)/041 ANOVAEXERCISE.xlsx 19.0 kB
06 Analysis of Variance (ANOVA)/043 ANOVAEXERCISE.xlsx 19.0 kB
07 Regression/049 Exercise06-Regression_djvu.xml 18.4 kB
01 Introduction/002 Probability-and-Statistics-Part-1-Data_djvu.txt 18.4 kB
01 Introduction/002 Probability-and-Statistics-Part-4-Statistics_page_numbers.json 18.0 kB
05 Statistics/032 Hypothesis Testing-en.srt 17.0 kB
07 Regression/046 Linear Regression-en.srt 16.9 kB
03 Probability/018 Bayes Theorem-en.srt 16.7 kB
05 Statistics/036 Students T Distribution-en.srt 16.5 kB
07 Regression/049 Exercise06-Regression_chocr.html.gz 16.5 kB
02 Data/008 Bi-variate Data and Covariance-en.srt 16.1 kB
05 Statistics/029 Sampling-en.srt 16.0 kB
01 Introduction/002 Probability-and-Statistics-Part-2-Probability_djvu.txt 15.7 kB
01 Introduction/002 Probability-and-Statistics-Part-6-Regression_scandata.xml 15.3 kB
08 Chi-Square Analysis/052 Exercise07-ChiSquare-ANSWERS_djvu.xml 15.3 kB
01 Introduction/002 Probability-and-Statistics-Part-3-Distributions_djvu.txt 15.3 kB
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06 Analysis of Variance (ANOVA)/045 Exercise05-ANOVA_djvu.xml 15.2 kB
07 Regression/046 REGRESSION1.xlsx 14.6 kB
06 Analysis of Variance (ANOVA)/045 Exercise05-ANOVA_chocr.html.gz 14.4 kB
07 Regression/048 REGRESSION3.xlsx 14.1 kB
05 Statistics/037 Students T Distribution Example Exercise-en.srt 13.9 kB
07 Regression/048 Multiple Regression-en.srt 13.8 kB
02 Data/006 Measurements of Dispersion-en.srt 13.7 kB
01 Introduction/002 Probability-and-Statistics-Part-5-ANOVA_page_numbers.json 13.6 kB
02 Data/003 What is Data-en.srt 13.4 kB
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06 Analysis of Variance (ANOVA)/044 Two Way ANOVA with Replication-en.srt 12.8 kB
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02 Data/009 Pearson Correlation Coefficient-en.srt 11.9 kB
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03 Probability/012 Permutations-en.srt 11.4 kB
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05 Statistics/036 Table-t-distribution_djvu.xml 9.9 kB
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03 Probability/014 Intersections Unions and Complements-en.srt 8.7 kB
08 Chi-Square Analysis/051 Chi Squared Analysis - Exercise Example-en.srt 8.5 kB
02 Data/007 Measurements - Quartiles-en.srt 8.3 kB
03 Probability/015 Independent and Dependent Events-en.srt 8.2 kB
06 Analysis of Variance (ANOVA)/043 Two Way ANOVA Example Exercise-en.srt 8.0 kB
02 Data/005 Measurements of Central Tendency-en.srt 8.0 kB
03 Probability/017 Addition and Multiplication Rules-en.srt 7.8 kB
06 Analysis of Variance (ANOVA)/041 F Distribution-en.srt 7.8 kB
05 Statistics/033 Hypothesis Testing Example Exercise 1-en.srt 7.6 kB
01 Introduction/002 Probability-and-Statistics-Part-6-Regression_page_numbers.json 7.3 kB
03 Probability/011 What is Probability-en.srt 7.2 kB
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07 Regression/047 Regression Example-en.srt 6.1 kB
05 Statistics/035 Type 1 and Type 2 Errors-en.srt 6.0 kB
03 Probability/016 Conditional Probability-en.srt 5.8 kB
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06 Analysis of Variance (ANOVA)/041 Table-F-distribution_djvu.txt 2.8 kB
04 Distributions/021 Uniform Distribution-en.srt 2.8 kB
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01 Introduction/002 FAQ - Frequently Asked Questions.html 2.0 kB
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04 Distributions/020 Introduction to Distributions-en.srt 1.8 kB
06 Analysis of Variance (ANOVA)/045 Exercise05-ANOVA-ANSWERS_djvu.txt 1.7 kB
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02 Data/010 Section Assessment - Data.html 1.2 kB
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07 Regression/049 Exercise06-Regression-ANSWERS_page_numbers.json 384 Bytes
07 Regression/049 Exercise06-Regression_page_numbers.json 377 Bytes
05 Statistics/038 Exercise04-Statistics_page_numbers.json 377 Bytes
01 Introduction/002 Probability-and-Statistics-Part-7-ChiSquare_hocr_pageindex.json.gz 335 Bytes
05 Statistics/036 Table-t-distribution_hocr_searchtext.txt.gz 284 Bytes
08 Chi-Square Analysis/050 Table-chi-square-distribution_page_numbers.json 201 Bytes
06 Analysis of Variance (ANOVA)/041 Table-F-distribution_page_numbers.json 201 Bytes
08 Chi-Square Analysis/052 Exercise07-ChiSquare-ANSWERS_page_numbers.json 200 Bytes
08 Chi-Square Analysis/052 Exercise07-ChiSquare_page_numbers.json 192 Bytes
05 Statistics/036 Table-t-distribution_page_numbers.json 183 Bytes
08 Chi-Square Analysis/050 Table-chi-square-distribution_djvu.txt 158 Bytes
08 Chi-Square Analysis/050 Table-chi-square-distribution_hocr_searchtext.txt.gz 149 Bytes
04 Distributions/026 Exercise03-Distributions-ANSWERS_hocr_pageindex.json.gz 75 Bytes
03 Probability/019 Exercise02-Probability-ANSWERS_hocr_pageindex.json.gz 74 Bytes
04 Distributions/026 Exercise03-Distributions_hocr_pageindex.json.gz 73 Bytes
02 Data/010 Exercise01-Data-ANSWERS_hocr_pageindex.json.gz 72 Bytes
03 Probability/019 Exercise02-Probability_hocr_pageindex.json.gz 72 Bytes
02 Data/010 Exercise01-Data_hocr_pageindex.json.gz 70 Bytes
05 Statistics/038 Exercise04-Statistics-ANSWERS_hocr_pageindex.json.gz 61 Bytes
07 Regression/049 Exercise06-Regression-ANSWERS_hocr_pageindex.json.gz 60 Bytes
07 Regression/049 Exercise06-Regression_hocr_pageindex.json.gz 60 Bytes
05 Statistics/038 Exercise04-Statistics_hocr_pageindex.json.gz 60 Bytes
06 Analysis of Variance (ANOVA)/045 Exercise05-ANOVA-ANSWERS_hocr_pageindex.json.gz 58 Bytes
06 Analysis of Variance (ANOVA)/045 Exercise05-ANOVA_hocr_pageindex.json.gz 57 Bytes
06 Analysis of Variance (ANOVA)/041 Table-F-distribution_hocr_pageindex.json.gz 43 Bytes
08 Chi-Square Analysis/052 Exercise07-ChiSquare-ANSWERS_hocr_pageindex.json.gz 42 Bytes
08 Chi-Square Analysis/052 Exercise07-ChiSquare_hocr_pageindex.json.gz 42 Bytes
05 Statistics/036 Table-t-distribution_hocr_pageindex.json.gz 42 Bytes
08 Chi-Square Analysis/050 Table-chi-square-distribution_hocr_pageindex.json.gz 39 Bytes

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