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- 【影视】 Udemy Statistics - Introduction to Basic Concepts
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收录时间:2017-02-08
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01 Introduction/001 What is Statistics.mp4 10.7 MB
01 Introduction/002 Descriptive vs Inferential Statistics.mp4 12.9 MB
01 Introduction/003 Levels of Data.mp4 7.0 MB
01 Introduction/004 Levels of Data - Nominal.mp4 11.8 MB
01 Introduction/005 Levels of Data - Ordinal.mp4 14.8 MB
01 Introduction/006 Levels of Data - Interval.mp4 12.4 MB
01 Introduction/007 Levels of Data - Ratio.mp4 9.5 MB
01 Introduction/008 Levels of Data - Summary of the topic.mp4 13.0 MB
02 Descriptive Statistics/009 Descriptive Statistics.mp4 12.8 MB
02 Descriptive Statistics/010 Mean.mp4 19.0 MB
02 Descriptive Statistics/011 Median.mp4 11.9 MB
02 Descriptive Statistics/012 Mode.mp4 7.1 MB
02 Descriptive Statistics/013 Range.mp4 20.0 MB
02 Descriptive Statistics/014 Standard Deviation.mp4 42.3 MB
02 Descriptive Statistics/015 Histogram.mp4 14.5 MB
02 Descriptive Statistics/016 Modality.mp4 14.2 MB
02 Descriptive Statistics/017 Symmetry.mp4 22.2 MB
03 Probability/018 Why to learn about Probability.mp4 18.9 MB
03 Probability/019 Definitions of Probability.mp4 23.7 MB
03 Probability/020 Probability Related Terms.mp4 13.4 MB
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- 【影视】 365 Data Science - Statistics [CoursesGhar]
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收录时间:2022-03-28
文档个数:50
文档大小:2.0 GB
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3. Practical Example - Descriptive Statistics [CoursesGhar.Com]/1. Practical Example - Descriptive Statistics.mp4 129.0 MB
7. Hypothesis testing [CoursesGhar.Com]/2. Rejection region and significance level.mp4 111.5 MB
7. Hypothesis testing [CoursesGhar.Com]/1. Null vs Alternative.mp4 91.4 MB
7. Hypothesis testing [CoursesGhar.Com]/5. p-value.mp4 86.8 MB
2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/1. Types of data.mp4 84.3 MB
4. Inferential Statistics Fundamentals [CoursesGhar.Com]/5. Central limit theorem.mp4 74.0 MB
1. Introduction [CoursesGhar.Com]/2. Population vs sample.mp4 72.9 MB
6. Practical Example - Confidence Intervals [CoursesGhar.Com]/1. Practical Example - Confidence Intervals.mp4 72.5 MB
4. Inferential Statistics Fundamentals [CoursesGhar.Com]/2. What is a distribution.mp4 67.4 MB
4. Inferential Statistics Fundamentals [CoursesGhar.Com]/7. Estimators and estimates.mp4 63.8 MB
5. Confidence Intervals [CoursesGhar.Com]/2. Population variance known, z-score.mp4 63.5 MB
5. Confidence Intervals [CoursesGhar.Com]/1. Definition of confidence intervals.mp4 60.1 MB
5. Confidence Intervals [CoursesGhar.Com]/7. Confidence intervals. Two means. Dependent samples.mp4 59.8 MB
8. Practical Example - Hypothesis testing [CoursesGhar.Com]/1. Practical Example - Hypothesis Testing.mp4 55.5 MB
5. Confidence Intervals [CoursesGhar.Com]/3. Confidence Interval Clarifications.mp4 54.7 MB
2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/2. Levels of measurement.mp4 54.4 MB
2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/9. Variance.mp4 46.6 MB
7. Hypothesis testing [CoursesGhar.Com]/4. Test for the mean. Population variance known.mp4 45.6 MB
7. Hypothesis testing [CoursesGhar.Com]/7. Test for the mean. Dependent samples.mp4 43.3 MB
7. Hypothesis testing [CoursesGhar.Com]/3. Type I error vs type II error.mp4 40.6 MB
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- 【影视】 TTC Math - Probability & Statistics Collection
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收录时间:2021-04-28
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720p - Learning Statistics - Concepts and Applications in R (2017) h264/23. Prior Information And Bayesian Inference.mkv 265.6 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/22. Time Series Analysis.mkv 258.7 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/21. Spatial Statistics.mkv 238.0 MB
480p - What Are the Chances - Probability Made Clear (2006) x265/07 Options and Our Financial Future.mkv 222.7 MB
480p - What Are the Chances - Probability Made Clear (2006) x265/12 Probability Everywhere.mkv 212.2 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/16. Analysis Of Variance Comparing 3 Means.mkv 197.1 MB
480p - What Are the Chances - Probability Made Clear (2006) x265/01 Our Random World - Probability Defined.mkv 196.9 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/01. How To Summarize Data With Statistics.mkv 196.3 MB
480p - What Are the Chances - Probability Made Clear (2006) x265/05 Probability Phenomena of Physics.mkv 196.0 MB
480p - What Are the Chances - Probability Made Clear (2006) x265/09 Probability Surprises.mkv 195.9 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/17. Analysis Of Covariance And Multiple Anova.mkv 194.6 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/05. Continuous And Normal Distributions.mkv 193.3 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/18. Statistical Design Of Experiments.mkv 192.1 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/10. Interval Estimates And Confidence Intervals.mkv 182.4 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/20. Polynomial And Logistic Regression.mkv 181.5 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/15. Multiple Linear Regression.mkv 180.2 MB
480p - What Are the Chances - Probability Made Clear (2006) x265/02 The Nature of Randomness.mkv 180.1 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/08. Sample Size And Sampling Distributions.mkv 175.6 MB
480p - What Are the Chances - Probability Made Clear (2006) x265/08 Probability Where We Dont Expect It.mkv 171.5 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/09. Point Estimates And Standard Error.mkv 164.5 MB
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- 【影视】 Foundational Statistics for Data Analysis with Excel 2022
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收录时间:2023-12-18
文档个数:67
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人气:8425
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[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/1. Foundational Statistics for Data Analysis with Excel Analyze Data with Excel/6. Excel Analysis ToolPak .mp4 123.6 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/5. Foundational Statistics for Data Analysis with Excel Apply Inferential Statistics/2. Confidence Intervals Part 1 .mp4 115.3 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/2. Foundational Statistics for Data Analysis with Excel Manipulate Data with Excel/3. Excel Text Functions .mp4 108.6 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/4. Foundational Statistics for Data Analysis with Excel Apply Descriptive Statistics/5. Standard Deviation .mp4 105.8 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/4. Foundational Statistics for Data Analysis with Excel Apply Descriptive Statistics/4. Variance .mp4 104.1 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/2. Foundational Statistics for Data Analysis with Excel Manipulate Data with Excel/4. Excel Date Functions .mp4 102.0 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/5. Foundational Statistics for Data Analysis with Excel Apply Inferential Statistics/5. AA Test Part 1 .mp4 95.7 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/5. Foundational Statistics for Data Analysis with Excel Apply Inferential Statistics/4. Hypothesis Testing .mp4 95.7 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/1. Foundational Statistics for Data Analysis with Excel Analyze Data with Excel/4. Excel Data Types .mp4 93.1 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/1. Foundational Statistics for Data Analysis with Excel Analyze Data with Excel/3. Excel User Interface .mp4 92.1 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/3. Foundational Statistics for Data Analysis with Excel Identify Foundational Statistics for Data Analysis/6. Programming Languages .mp4 90.4 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/2. Foundational Statistics for Data Analysis with Excel Manipulate Data with Excel/6. Sorting and Filtering Data .mp4 90.2 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/3. Foundational Statistics for Data Analysis with Excel Identify Foundational Statistics for Data Analysis/2. What is Statistics .mp4 89.0 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/1. Foundational Statistics for Data Analysis with Excel Analyze Data with Excel/2. Excel for Data Analytics .mp4 85.3 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/2. Foundational Statistics for Data Analysis with Excel Manipulate Data with Excel/5. Relative and Absolute Cell References .mp4 84.3 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/4. Foundational Statistics for Data Analysis with Excel Apply Descriptive Statistics/6. Z-Scores .mp4 81.2 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/4. Foundational Statistics for Data Analysis with Excel Apply Descriptive Statistics/7. Percentages .mp4 73.5 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/4. Foundational Statistics for Data Analysis with Excel Apply Descriptive Statistics/2. Measures of Central Tendencies .mp4 71.3 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/3. Foundational Statistics for Data Analysis with Excel Identify Foundational Statistics for Data Analysis/7. Analytics Suites .mp4 71.0 MB
[TutsNode.net] - Foundational Statistics for Data Analysis with Excel 2022/2. Foundational Statistics for Data Analysis with Excel Manipulate Data with Excel/2. Excel Numeric Functions .mp4 65.7 MB
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- 【影视】 [ CourseMega.com ] Linkedin - Statistics Foundations - Advanced Topics
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收录时间:2024-04-02
文档个数:43
文档大小:1.6 GB
最近下载:2025-05-16
人气:1747
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~Get Your Files Here !/02 - 1. Comparing Two Populations Proportions/03 - Two population Hypothesis test example.mp4 131.4 MB
~Get Your Files Here !/02 - 1. Comparing Two Populations Proportions/02 - Two population Confidence interval example.mp4 127.0 MB
~Get Your Files Here !/05 - 4. ANOVA Analysis of Variance/04 - F-statistic and ANOVA hypothesis test example.mp4 124.6 MB
~Get Your Files Here !/03 - 2. Comparing Two Populations Means/02 - Visualization Re-randomizing.mp4 108.6 MB
~Get Your Files Here !/03 - 2. Comparing Two Populations Means/03 - Two population means Confidence interval example.mp4 108.3 MB
~Get Your Files Here !/03 - 2. Comparing Two Populations Means/04 - Two population means Hypothesis test example.mp4 102.5 MB
~Get Your Files Here !/05 - 4. ANOVA Analysis of Variance/01 - ANOVA What is analysis of variance.mp4 91.0 MB
~Get Your Files Here !/05 - 4. ANOVA Analysis of Variance/03 - Sum of squares within (SSW) and sum of squares between (SSB).mp4 81.7 MB
~Get Your Files Here !/04 - 3. T-Tests/02 - T-score tables and degrees of freedom.mp4 80.2 MB
~Get Your Files Here !/06 - 5. Regression Analysis/02 - Regression best fit line.mp4 74.1 MB
~Get Your Files Here !/06 - 5. Regression Analysis/03 - Coefficient of determination (R-squared).mp4 72.3 MB
~Get Your Files Here !/04 - 3. T-Tests/01 - T-distribution vs. z-distribution.mp4 66.1 MB
~Get Your Files Here !/04 - 3. T-Tests/03 - Use T-scores to develop confidence intervals.mp4 64.3 MB
~Get Your Files Here !/03 - 2. Comparing Two Populations Means/01 - Explanation of two population mean comparisons.mp4 60.8 MB
~Get Your Files Here !/06 - 5. Regression Analysis/01 - What is regression.mp4 56.8 MB
~Get Your Files Here !/05 - 4. ANOVA Analysis of Variance/02 - One-way ANOVA and the sum of squares total (SST).mp4 56.7 MB
~Get Your Files Here !/02 - 1. Comparing Two Populations Proportions/01 - Explanation of two population comparisons.mp4 49.5 MB
~Get Your Files Here !/06 - 5. Regression Analysis/04 - The correlation coefficient.mp4 45.9 MB
~Get Your Files Here !/01 - Introduction/01 - The power of advanced statistics.mp4 42.0 MB
~Get Your Files Here !/07 - Continuing Your Advanced Statistics Learning Journey/01 - Next steps and additional resources.mp4 33.9 MB
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- 【影视】 [FreeTutorials.Eu] [UDEMY] Probability and Statistics for Business and Data Science - [FTU]
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收录时间:2021-04-16
文档个数:137
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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
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- 【影视】 [ CourseMega.com ] Linkedin - Eddie Davila's Everyday Statistics - Abridged Edition
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收录时间:2023-12-26
文档个数:216
文档大小:1.1 GB
最近下载:2025-05-16
人气:1468
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~Get Your Files Here !/01 - Introduction/01 - Use statistics to understand the world around you.mp4 23.9 MB
~Get Your Files Here !/02 - 1. Sports and Gaming/05 - Baseball.mp4 16.2 MB
~Get Your Files Here !/12 - 11. Continuing Your Everyday Statistics Learning Journey/01 - Next steps and additional resources.mp4 15.9 MB
~Get Your Files Here !/05 - 4. Statistics Lessons/09 - Proportions of coins.mp4 15.7 MB
~Get Your Files Here !/05 - 4. Statistics Lessons/18 - Statistics tools.mp4 14.5 MB
~Get Your Files Here !/11 - 10. Government and Elections/02 - The U.S. census.mp4 14.2 MB
~Get Your Files Here !/09 - 8. History/02 - Moon landing.mp4 13.4 MB
~Get Your Files Here !/02 - 1. Sports and Gaming/11 - Major League Baseball.mp4 13.4 MB
~Get Your Files Here !/06 - 5. Life and Society/13 - Home improvement.mp4 13.1 MB
~Get Your Files Here !/02 - 1. Sports and Gaming/10 - Youth sports.mp4 12.9 MB
~Get Your Files Here !/03 - 2. Business and Economics/15 - Toilet paper.mp4 12.8 MB
~Get Your Files Here !/06 - 5. Life and Society/02 - New Year's Eve.mp4 12.3 MB
~Get Your Files Here !/06 - 5. Life and Society/03 - Relationships.mp4 12.2 MB
~Get Your Files Here !/02 - 1. Sports and Gaming/02 - The house always wins.mp4 12.0 MB
~Get Your Files Here !/02 - 1. Sports and Gaming/04 - March Madness.mp4 12.0 MB
~Get Your Files Here !/05 - 4. Statistics Lessons/22 - Cognitive bias.mp4 11.8 MB
~Get Your Files Here !/11 - 10. Government and Elections/05 - Election win probabilities.mp4 11.7 MB
~Get Your Files Here !/05 - 4. Statistics Lessons/17 - Understanding probabilities.mp4 11.6 MB
~Get Your Files Here !/06 - 5. Life and Society/08 - Divorce.mp4 11.6 MB
~Get Your Files Here !/05 - 4. Statistics Lessons/11 - Storytelling with data.mp4 11.6 MB
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- 【影视】 [ FreeCourseWeb.com ] Udemy - Bayesian Statistics - A Step-by-step Introduction
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文档个数:72
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~Get Your Files Here !/6. Normal - Normal/6. Example Normal-Normal Problem with R and Stan.mp4 132.2 MB
~Get Your Files Here !/4. Beta-Binomial Family/5. Posterior Distribution What are Conjugate Priors.mp4 124.1 MB
~Get Your Files Here !/5. Poisson - Gamma/2. Gamma Distribution and Choosing Hyperparameters.mp4 117.8 MB
~Get Your Files Here !/5. Poisson - Gamma/8. Example Poisson-Gamma Problem with R and Stan.mp4 113.3 MB
~Get Your Files Here !/4. Beta-Binomial Family/11. Example Beta-Binomial Problem with R.mp4 110.9 MB
~Get Your Files Here !/4. Beta-Binomial Family/1. Binomial Random Variables.mp4 106.3 MB
~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/6. CDFs and Inverse CDFs.mp4 96.1 MB
~Get Your Files Here !/4. Beta-Binomial Family/12. Example Beta-Binomial Problem with Stan.mp4 94.9 MB
~Get Your Files Here !/4. Beta-Binomial Family/2. Prior The Beta Distribution.mp4 91.1 MB
~Get Your Files Here !/6. Normal - Normal/2. Prior Normal Distribution and choosing hyperparameters.mp4 88.0 MB
~Get Your Files Here !/7. More advanced models/3. Example Simple Linear Regression Problem with R and Stan.mp4 87.2 MB
~Get Your Files Here !/7. More advanced models/2. Simple Linear Regression.mp4 86.0 MB
~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/9. Point Estimates.mp4 84.2 MB
~Get Your Files Here !/5. Poisson - Gamma/1. Likelihood Poisson Distribution.mp4 79.8 MB
~Get Your Files Here !/6. Normal - Normal/3. Posterior Distribution and Example.mp4 76.2 MB
~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/2. Likelihood and Random Variables.mp4 75.1 MB
~Get Your Files Here !/7. More advanced models/1. Predictive distributions, unknown variance.mp4 72.9 MB
~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/7. Credible Intervals.mp4 71.7 MB
~Get Your Files Here !/6. Normal - Normal/1. Normal Distribution.mp4 70.9 MB
~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/1. Continuous Priors and the Uniform Distribution.mp4 70.6 MB
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- 【影视】 [FreeCourseSite.com] Udemy - Master statistics and machine learning intuition math code
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收录时间:2021-04-07
文档个数:425
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06 Descriptive statistics/039 Code_ data from different distributions.mp4 318.3 MB
16 Clustering and dimension-reduction/193 Code_ dbscan.mp4 302.7 MB
12 Correlation/140 Code_ correlation matrix.mp4 296.5 MB
06 Descriptive statistics/047 Code_ Computing dispersion.mp4 279.5 MB
10 The t-test family/126 Code_ permutation testing.mp4 253.0 MB
16 Clustering and dimension-reduction/189 Code_ k-means clustering.mp4 241.9 MB
12 Correlation/137 Code_ correlation coefficient.mp4 225.1 MB
10 The t-test family/119 Code_ Two-samples t-test.mp4 221.9 MB
12 Correlation/152 Code_ Kendall correlation.mp4 193.4 MB
13 Analysis of Variance (ANOVA)/163 Code_ One-way ANOVA (independent samples).mp4 181.3 MB
14 Regression/175 Code_ Multiple regression.mp4 179.6 MB
08 Probability theory/098 Code_ Law of Large Numbers in action.mp4 174.0 MB
10 The t-test family/122 Code_ Signed-rank test.mp4 170.0 MB
10 The t-test family/116 Code_ One-sample t-test.mp4 165.9 MB
08 Probability theory/092 Code_ sampling variability.mp4 162.7 MB
11 Confidence intervals on parameters/130 Code_ compute confidence intervals by formula.mp4 156.9 MB
13 Analysis of Variance (ANOVA)/156 ANOVA intro, part1.mp4 144.6 MB
07 Data normalizations and outliers/070 Code_ z-score for outlier removal.mp4 143.9 MB
08 Probability theory/081 Code_ compute probabilities.mp4 143.8 MB
11 Confidence intervals on parameters/132 Code_ bootstrapping confidence intervals.mp4 143.4 MB
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- 【影视】 Become a Probability & Statistics Master [UdemyCourseDownloader]
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收录时间:2021-05-11
文档个数:410
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最近下载:2025-05-16
人气:2059
磁力链接
09. Regression/13. Chi-square tests.mp4 134.0 MB
08. Hypothesis testing/10. Test statistics for one- and two-tailed tests.mp4 117.8 MB
09. Regression/7. Correlation coefficient and the residual.mp4 109.6 MB
07. Sampling/13. Sampling distribution of the sample proportion.mp4 103.6 MB
07. Sampling/16. Confidence interval for a population mean.mp4 97.4 MB
07. Sampling/10. Sampling distribution of the sample mean.mp4 97.1 MB
08. Hypothesis testing/13. The p-value and rejecting the null.mp4 94.9 MB
09. Regression/10. Coefficient of determination and root-mean-square error.mp4 90.0 MB
06. Discrete random variables/19. Poisson distributions.mp4 83.1 MB
07. Sampling/19. Confidence interval for a population proportion.mp4 68.3 MB
09. Regression/4. Scatterplots and regression.mp4 58.3 MB
08. Hypothesis testing/4. Inferential statistics and hypotheses.mp4 54.7 MB
04. Data distributions/13. Normal distributions and z-scores.mp4 46.2 MB
08. Hypothesis testing/16. Hypothesis testing for the population proportion.mp4 44.7 MB
02. Visualizing data/7. Bar graphs and pie charts.mp4 41.5 MB
05. Probability/7. The addition rule, and union vs. intersection.mp4 41.0 MB
06. Discrete random variables/16. Binomial random variables.mp4 39.8 MB
08. Hypothesis testing/7. Significance level and type I and II errors.mp4 38.5 MB
05. Probability/13. Bayes' theorem.mp4 35.5 MB
06. Discrete random variables/28. Geometric random variables.mp4 35.3 MB
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- 【影视】 [FreeCourseSite.com] Udemy - Easy Statistics Linear and Non-Linear Regression
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1-Linear Regression/26-Stata - Applied Examples.mp4 302.8 MB
2-Non-Linear Regression/49-Stata - Applied Logit and Probit Examples.mp4 271.2 MB
3-Regression Modelling/63-Dealing with Missing Data in Regression - Practical Examples.mp4 238.7 MB
3-Regression Modelling/57-Using Time in Regression - Practical Examples.mp4 169.5 MB
3-Regression Modelling/55-How to use and Interpret Interaction Effects - Practical Examples.mp4 167.4 MB
3-Regression Modelling/59-Categorical Explanatory Variables in Regression - Practical Examples.mp4 159.5 MB
3-Regression Modelling/53-Non-Linear Shapes in Regression - Practical Examples.mp4 156.7 MB
3-Regression Modelling/61-Dealing with Multicollinearity in Regression - Practical Examples.mp4 127.8 MB
3-Regression Modelling/51-Regression Modelling - Don't Rush it.mp4 114.1 MB
3-Regression Modelling/62-Dealing with Missing Data in Regression.mp4 108.3 MB
3-Regression Modelling/58-Categorical Explanatory Variables in Regression.mp4 101.9 MB
3-Regression Modelling/56-Using Time in Regression.mp4 101.8 MB
3-Regression Modelling/52-Non-Linear Shapes in Regression.mp4 81.0 MB
2-Non-Linear Regression/44-Multiple Non-Linear Regression.mp4 70.3 MB
1-Linear Regression/12-Lines of Best Fit.mp4 68.7 MB
3-Regression Modelling/60-Dealing with Multicollinearity in Regression.mp4 66.3 MB
3-Regression Modelling/54-How to use and Interpret Interaction Effects.mp4 64.0 MB
1-Linear Regression/16-Ordinary Least Squares (OLS) Visual – Part 2.mp4 62.9 MB
3-Regression Modelling/50-Introduction.mp4 40.1 MB
2-Non-Linear Regression/45-Goodness-of-Fit.mp4 36.3 MB
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~Get Your Files Here !/08 - Dealing with Missing Data in Regression/002 Dealing with Missing Data in Regression - Practical Examples.mp4 142.0 MB
~Get Your Files Here !/09 - Proportional and fractional data/002 Proportional regression models - practical examples.mp4 103.0 MB
~Get Your Files Here !/04 - Interaction Effects in Regression/002 How to Use and Interpret Interaction Effects - Practical Examples.mp4 101.0 MB
~Get Your Files Here !/05 - Using Time in Regression/002 Using Time in Regression - Practical Examples.mp4 99.7 MB
~Get Your Files Here !/07 - Dealing with Multicollinearity in Regression/002 Dealing with Multicollinearity in Regression - Practical Examples.mp4 96.2 MB
~Get Your Files Here !/03 - Non-Linear Functional Form in Regression/002 Non-Linear Shapes in Regression - Practical Examples.mp4 92.0 MB
~Get Your Files Here !/06 - Categorical Explanatory Variables in Regression/002 Categorical Explanatory Variables in Regression - Practical Examples.mp4 77.4 MB
~Get Your Files Here !/08 - Dealing with Missing Data in Regression/001 Dealing with Missing Data in Regression.mp4 73.4 MB
~Get Your Files Here !/02 - Regression Modelling - Don't Rush It/001 Regression Modelling - Don't Rush It.mp4 71.6 MB
~Get Your Files Here !/07 - Dealing with Multicollinearity in Regression/001 Dealing with Multicollinearity in Regression.mp4 67.3 MB
~Get Your Files Here !/05 - Using Time in Regression/001 Using Time in Regression.mp4 66.0 MB
~Get Your Files Here !/03 - Non-Linear Functional Form in Regression/001 Non-Linear Shapes in Regression.mp4 52.6 MB
~Get Your Files Here !/06 - Categorical Explanatory Variables in Regression/001 Categorical Explanatory Variables in Regression.mp4 44.1 MB
~Get Your Files Here !/04 - Interaction Effects in Regression/001 How to Use and Interpret Interaction Effects.mp4 42.3 MB
~Get Your Files Here !/01 - Introduction/001 Introduction.mp4 25.4 MB
~Get Your Files Here !/09 - Proportional and fractional data/001 Proportional regression models.mp4 10.7 MB
~Get Your Files Here !/07 - Dealing with Multicollinearity in Regression/001 Dealing with Multicollinearity in Regression_en.vtt 19.7 kB
~Get Your Files Here !/08 - Dealing with Missing Data in Regression/001 Dealing with Missing Data in Regression_en.vtt 19.6 kB
~Get Your Files Here !/02 - Regression Modelling - Don't Rush It/001 Regression Modelling - Don't Rush It_en.vtt 17.7 kB
~Get Your Files Here !/08 - Dealing with Missing Data in Regression/002 Dealing with Missing Data in Regression - Practical Examples_en.vtt 17.7 kB
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2.2. Importing and Cleaning Data/11.Data cleaning.mp4 35.1 MB
0.Introduction/01.Welcome.mp4 7.2 MB
0.Introduction/02.What you need to know.en.srt 1.5 kB
0.Introduction/02.What you need to know.mp4 1.3 MB
0.Introduction/03.Using the exercise files.en.srt 1.4 kB
0.Introduction/03.Using the exercise files.mp4 3.1 MB
1.1. Installation and Setup/04.Install Anaconda Python on OS X.en.srt 5.1 kB
1.1. Installation and Setup/04.Install Anaconda Python on OS X.mp4 8.5 MB
1.1. Installation and Setup/05.Install Anaconda Python on Windows.en.srt 4.3 kB
1.1. Installation and Setup/05.Install Anaconda Python on Windows.mp4 10.8 MB
1.1. Installation and Setup/06.Working with Jupyter Notebook.en.srt 3.6 kB
1.1. Installation and Setup/06.Working with Jupyter Notebook.mp4 6.8 MB
1.1. Installation and Setup/07.Using Python in the cloud.en.srt 3.4 kB
1.1. Installation and Setup/07.Using Python in the cloud.mp4 9.2 MB
2.2. Importing and Cleaning Data/08.The structure of data.en.srt 2.8 kB
2.2. Importing and Cleaning Data/08.The structure of data.mp4 3.2 MB
2.2. Importing and Cleaning Data/09.Create tidy data tables.en.srt 7.2 kB
2.2. Importing and Cleaning Data/09.Create tidy data tables.mp4 11.7 MB
2.2. Importing and Cleaning Data/10.Introducing pandas.en.srt 8.5 kB
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7. Introduction to Regression/022 The best-fitting line.mp4 9.5 MB
3. Comparing Two Populations (Proportions)/007 Explanation of two populations.mp4 11.2 MB
3. Comparing Two Populations (Proportions)/008 Set up a comparison.mp4 11.6 MB
7. Introduction to Regression/021 What is regression_.mp4 12.3 MB
4. Comparing Two Populations (Means)/011 Visualization (re-randomizing).mp4 12.9 MB
5. Chi-Square/014 Introduction to chi-square.mp4 13.2 MB
6. ANOVA Analysis of Variance/018 One-way ANOVA and the total sum of squares (SST).mp4 13.2 MB
4. Comparing Two Populations (Means)/010 Basics of comparing two population means.mp4 13.8 MB
6. ANOVA Analysis of Variance/019 Variance within and variance between (SSW and SSB).mp4 14.0 MB
5. Chi-Square/015 Curves and distribution.mp4 14.1 MB
7. Introduction to Regression/024 The correlation coefficient.mp4 14.8 MB
2. Small Sample Sizes/004 T-statistic vs. z-statistic.mp4 16.2 MB
2. Small Sample Sizes/005 T-score tables and degrees of freedom.mp4 16.3 MB
1. The Statistics Series A Look Back and Forward/002 Recap of Statistics Fundamentals - Parts 1 and 2.mp4 16.6 MB
2. Small Sample Sizes/006 Calculating confidence intervals using t-scores.mp4 17.2 MB
4. Comparing Two Populations (Means)/013 Hypothesis testing.mp4 18.0 MB
5. Chi-Square/016 Goodness-of-fit test.mp4 19.0 MB
6. ANOVA Analysis of Variance/017 What is analysis of variance_.mp4 19.3 MB
1. The Statistics Series A Look Back and Forward/003 What lies ahead in Statistics Fundamentals - Part 3.mp4 20.4 MB
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~Get Your Files Here !/01 Understanding and Visualizing Data with Python/01_week-1-introduction-to-data/02_what-is-statistics/02_interview-perspectives-on-statistics-in-real-life.mp4 170.0 MB
~Get Your Files Here !/02 Inferential Statistical Analysis with Python/03_week-3-hypothesis-testing/03_p-values/01_interview-p-values-p-hacking-and-more.mp4 161.9 MB
~Get Your Files Here !/03 Fitting Statistical Models to Data with Python/02_week-2-fitting-models-to-independent-data/01_continuous-dependent-variables/04_interview-causation-vs-correlation.mp4 138.0 MB
~Get Your Files Here !/01 Understanding and Visualizing Data with Python/05_Resources/03_lecture-slides-for-download/01__1.5_study_design.pdf 97.7 MB
~Get Your Files Here !/02 Inferential Statistical Analysis with Python/01_week-1-overview-inference-procedures/02_inference-procedures/04_this-or-that-language-and-notation.mp4 86.0 MB
~Get Your Files Here !/01 Understanding and Visualizing Data with Python/04_week-4-populations-and-samples/03_inference-in-practice/06_complex-samples.mp4 70.2 MB
~Get Your Files Here !/01 Understanding and Visualizing Data with Python/04_week-4-populations-and-samples/02_probability-samples-sampling-distributions/03_demo-interactive-sampling-distribution.mp4 64.5 MB
~Get Your Files Here !/02 Inferential Statistical Analysis with Python/01_week-1-overview-inference-procedures/02_inference-procedures/02_bag-a-or-bag-b.mp4 63.8 MB
~Get Your Files Here !/03 Fitting Statistical Models to Data with Python/02_week-2-fitting-models-to-independent-data/03_week-2-python/01_nhanes-case-study-tutorial-linear-and-logistic-regression.mp4 60.3 MB
~Get Your Files Here !/01 Understanding and Visualizing Data with Python/04_week-4-populations-and-samples/01_populations-vs-samples/04_probability-sampling-part-ii.mp4 58.3 MB
~Get Your Files Here !/01 Understanding and Visualizing Data with Python/02_week-2-univariate-data/02_using-python-for-analysis-of-univariate-data/02_tables-histograms-boxplots-in-python.mp4 57.9 MB
~Get Your Files Here !/01 Understanding and Visualizing Data with Python/04_week-4-populations-and-samples/02_probability-samples-sampling-distributions/01_sampling-variance-sampling-distributions-part-i.mp4 57.6 MB
~Get Your Files Here !/01 Understanding and Visualizing Data with Python/04_week-4-populations-and-samples/01_populations-vs-samples/02_sampling-from-well-defined-populations.mp4 56.8 MB
~Get Your Files Here !/01 Understanding and Visualizing Data with Python/02_week-2-univariate-data/01_what-can-you-do-with-univariate-data/04_standard-score-empirical-rule.mp4 55.3 MB
~Get Your Files Here !/01 Understanding and Visualizing Data with Python/04_week-4-populations-and-samples/03_inference-in-practice/05_inference-for-non-probability-samples.mp4 49.7 MB
~Get Your Files Here !/01 Understanding and Visualizing Data with Python/01_week-1-introduction-to-data/02_what-is-statistics/01_what-is-statistics.mp4 46.7 MB
~Get Your Files Here !/03 Fitting Statistical Models to Data with Python/04_week-4-special-topics/02_special-topics-python/01_bayesian-in-python.mp4 42.8 MB
~Get Your Files Here !/02 Inferential Statistical Analysis with Python/02_week-2-confidence-intervals/01_one-proportion/02_understanding-confidence-intervals.mp4 42.6 MB
~Get Your Files Here !/02 Inferential Statistical Analysis with Python/02_week-2-confidence-intervals/03_one-mean/01_estimating-a-population-mean-with-confidence.mp4 42.3 MB
~Get Your Files Here !/02 Inferential Statistical Analysis with Python/03_week-3-hypothesis-testing/09_hypothesis-testing-in-python/01_introduction-to-hypothesis-testing-in-python.mp4 42.0 MB
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~Get Your Files Here !/1 - Foundations of Statistics.mp4 123.3 MB
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01 Introduction/001 Glossary.xlsx 20.4 kB
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02 Sample or population data_/002 Course-notes-descriptive-statistics.pdf 853.5 kB
02 Sample or population data_/002 Understanding the difference between a population and a sample-subtitle-en.srt 6.2 kB
02 Sample or population data_/002 Understanding the difference between a population and a sample-subtitle-en.vtt 5.7 kB
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03 The fundamentals of descriptive statistics/003 Course-notes-descriptive-statistics.pdf 853.5 kB
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03 The fundamentals of descriptive statistics/003 The various types of data we can work with-subtitle-en.vtt 3.9 kB
03 The fundamentals of descriptive statistics/003 The various types of data we can work with.mp4 11.5 MB
03 The fundamentals of descriptive statistics/004 Levels of measurement-subtitle-en.srt 3.8 kB
03 The fundamentals of descriptive statistics/004 Levels of measurement-subtitle-en.vtt 3.4 kB
03 The fundamentals of descriptive statistics/004 Levels of measurement.mp4 9.2 MB
03 The fundamentals of descriptive statistics/005 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx 31.0 kB
03 The fundamentals of descriptive statistics/005 Categorical variables_ Visualization techniques for categorical variables-subtitle-en.srt 5.6 kB
03 The fundamentals of descriptive statistics/005 Categorical variables_ Visualization techniques for categorical variables-subtitle-en.vtt 4.9 kB
03 The fundamentals of descriptive statistics/005 Categorical variables_ Visualization techniques for categorical variables.mp4 7.2 MB
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~Get Your Files Here !/3. Numericals (level 1 level 2 level 3)/14. Numericals on Probability Level - 3 Solved Questions - 10.mp4 471.3 MB
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~Get Your Files Here !/1. Probability/1. Introduction.mp4 169.9 MB
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~Get Your Files Here !/02 - Perspectives in Psychology & Research Methods and Strategies/002 Research Methods & Strategies.mp4 271.7 MB
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~Get Your Files Here !/05 - Prediction & Probability/001 Prediction.mp4 187.2 MB
~Get Your Files Here !/02 - Perspectives in Psychology & Research Methods and Strategies/003 The Scientific Method.mp4 161.4 MB
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~Get Your Files Here !/05 - Prediction & Probability/004 Interpreting Probability.mp4 135.4 MB
~Get Your Files Here !/05 - Prediction & Probability/003 Conditional Probability and Random Variables.mp4 133.8 MB
~Get Your Files Here !/05 - Prediction & Probability/002 The Building Blocks of Probability.mp4 116.9 MB
~Get Your Files Here !/06 - Uncertainty, ANOVA and Discovery Tools/003 Analysis of Variance (ANOVA).mp4 111.9 MB
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~Get Your Files Here !/03 - Intro to Statistics, Research Methods & Describing Data in Psychology/002 Qualitative vs Quantitative Analysis.mp4 104.3 MB
~Get Your Files Here !/06 - Uncertainty, ANOVA and Discovery Tools/004 Discovery Tools.mp4 104.0 MB
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