Coursera - Statistics and Applied Data Analysis Specialization - Charlie Nuttelman (2024.12)

Creation Time	July 18, 2026, 3:22 a.m.
Last Access Time	July 18, 2026, 4:02 a.m.
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Keywords	and Applied Statistics Specialization Coursera - Analysis 2024 Nuttelman 12 Charlie Data
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statistics-and-data-analysis-with-excel-part-2/06_multilinear-regression/03_reinforce-your-learning/02_guided-workshop-6-real-time-multilinear-regression-calculator.mp4 120.1 MB
statistics-and-data-analysis-with-r/01_welcome-and-introduction-to-the-r-programming-language/02_introduction-to-rstudio-and-working-with-data/09_data-frames-and-tibbles.mp4 72.9 MB
statistics-and-data-analysis-with-r/06_regression-and-anova/01_regression-residual-analysis-and-model-building/05_polynomial-regression.mp4 72.2 MB
statistics-and-data-analysis-with-r/01_welcome-and-introduction-to-the-r-programming-language/02_introduction-to-rstudio-and-working-with-data/11_importing-data-into-rstudio.mp4 66.5 MB
statistics-and-data-analysis-with-r/02_descriptive-statistics-and-graphical-presentation-of-data/01_descriptive-statistics/02_descriptive-statistics-part-2.mp4 59.2 MB
statistics-and-data-analysis-with-excel-part-2/07_anova/03_reinforce-your-learning/02_guided-workshop-7-two-way-analysis-of-variance.mp4 58.7 MB
statistics-and-data-analysis-with-excel-part-2/05_linear-regression/02_introduction-to-regression/02_linear-regression-part-2-general-linear-models.mp4 57.2 MB
statistics-and-data-analysis-with-excel-part-2/06_multilinear-regression/02_multiple-linear-regression/02_statistical-properties-of-least-squares-estimators.mp4 57.0 MB
statistics-and-data-analysis-with-r/06_regression-and-anova/01_regression-residual-analysis-and-model-building/01_simple-linear-regression-part-1.mp4 55.6 MB
statistics-and-data-analysis-with-r/01_welcome-and-introduction-to-the-r-programming-language/02_introduction-to-rstudio-and-working-with-data/07_vectors-and-matrices-part-2.mp4 54.7 MB
statistics-and-data-analysis-with-r/02_descriptive-statistics-and-graphical-presentation-of-data/02_graphical-presentation-of-data/01_scatter-plots-part-1.mp4 53.1 MB
statistics-and-data-analysis-with-r/05_two-sample-hypothesis-tests/01_comparison-of-means-and-variances/02_comparison-of-means-variance-known-part-2.mp4 51.2 MB
statistics-and-data-analysis-with-excel-part-2/06_multilinear-regression/02_multiple-linear-regression/01_matrix-approach-to-multiple-linear-regression.mp4 51.0 MB
statistics-and-data-analysis-with-r/06_regression-and-anova/01_regression-residual-analysis-and-model-building/06_multilinear-regression.mp4 50.1 MB
statistics-and-data-analysis-with-r/01_welcome-and-introduction-to-the-r-programming-language/02_introduction-to-rstudio-and-working-with-data/08_how-to-install-and-load-packages.mp4 50.0 MB
statistics-and-data-analysis-with-r/02_descriptive-statistics-and-graphical-presentation-of-data/02_graphical-presentation-of-data/05_box-plots.mp4 49.5 MB
statistics-and-data-analysis-with-r/06_regression-and-anova/01_regression-residual-analysis-and-model-building/02_simple-linear-regression-part-2.mp4 49.3 MB
statistics-and-data-analysis-with-r/03_counting-techniques-and-probability-distribution-functions/01_counting-techniques/01_permutations-and-combinations.mp4 48.7 MB
statistics-and-data-analysis-with-r/02_descriptive-statistics-and-graphical-presentation-of-data/02_graphical-presentation-of-data/02_scatter-plots-part-2.mp4 48.2 MB
statistics-and-data-analysis-with-r/05_two-sample-hypothesis-tests/01_comparison-of-means-and-variances/04_comparison-of-variances-f-test-part-2.mp4 48.1 MB
statistics-and-data-analysis-with-r/06_regression-and-anova/01_regression-residual-analysis-and-model-building/08_model-building-techniques-part-2.mp4 47.3 MB
statistics-and-data-analysis-with-excel-part-2/05_linear-regression/04_reinforce-your-learning/02_guided-workshop-5-prediction-interval-for-a-future-observation.mp4 45.2 MB
statistics-and-data-analysis-with-r/06_regression-and-anova/01_regression-residual-analysis-and-model-building/04_residual-analysis-part-2.mp4 45.2 MB
statistics-and-data-analysis-with-r/06_regression-and-anova/01_regression-residual-analysis-and-model-building/07_model-building-techniques-part-1.mp4 45.0 MB
statistics-and-data-analysis-with-r/02_descriptive-statistics-and-graphical-presentation-of-data/02_graphical-presentation-of-data/06_probability-plots-and-the-ad-statistic.mp4 42.2 MB
statistics-and-data-analysis-with-excel-part-1/05_continuous-probability-distributions/07_reinforce-your-learning/02_guided-workshop-5-fitting-data-to-the-gamma-distribution.mp4 41.3 MB
statistics-and-data-analysis-with-r/06_regression-and-anova/02_analysis-of-variance/01_analysis-of-variance.mp4 40.8 MB
statistics-and-data-analysis-with-r/04_one-sample-hypothesis-testing/02_type-ii-error-beta-power-and-sample-size/03_type-ii-error-and-power-of-the-test.mp4 40.6 MB
statistics-and-data-analysis-with-r/01_welcome-and-introduction-to-the-r-programming-language/02_introduction-to-rstudio-and-working-with-data/06_vectors-and-matrices-part-1.mp4 40.3 MB
statistics-and-data-analysis-with-excel-part-2/05_linear-regression/02_introduction-to-regression/03_linear-regression-part-3-multilinear-regression.mp4 39.9 MB
statistics-and-data-analysis-with-excel-part-2/06_multilinear-regression/02_multiple-linear-regression/04_hypothesis-tests-in-multiple-linear-regression-part-2.mp4 38.6 MB
statistics-and-data-analysis-with-r/02_descriptive-statistics-and-graphical-presentation-of-data/01_descriptive-statistics/03_conditional-statistics.mp4 37.3 MB
statistics-and-data-analysis-with-r/02_descriptive-statistics-and-graphical-presentation-of-data/01_descriptive-statistics/01_descriptive-statistics-part-1.mp4 37.1 MB
statistics-and-data-analysis-with-r/01_welcome-and-introduction-to-the-r-programming-language/02_introduction-to-rstudio-and-working-with-data/05_using-script-files.mp4 36.8 MB
statistics-and-data-analysis-with-excel-part-2/04_two-sample-hypothesis-tests/05_reinforce-your-learning/02_guided-workshop-4-two-sample-t-test-calculator.mp4 36.4 MB
statistics-and-data-analysis-with-excel-part-2/05_linear-regression/03_simple-linear-regression/01_simple-linear-regression-using-least-squares-estimators.mp4 36.3 MB
statistics-and-data-analysis-with-excel-part-2/07_anova/02_analysis-of-variance-anova/02_single-factor-anova-partitioning-the-sum-of-squares-and-creating-the-anova-table.mp4 35.8 MB
statistics-and-data-analysis-with-r/01_welcome-and-introduction-to-the-r-programming-language/02_introduction-to-rstudio-and-working-with-data/04_basic-calculations-in-r.mp4 35.5 MB
statistics-and-data-analysis-with-excel-part-2/05_linear-regression/03_simple-linear-regression/02_hypothesis-tests-for-simple-linear-regression.mp4 34.9 MB
statistics-and-data-analysis-with-excel-part-2/05_linear-regression/02_introduction-to-regression/01_linear-regression-part-1-simple-linear-models-straight-line.mp4 34.9 MB
statistics-and-data-analysis-with-r/02_descriptive-statistics-and-graphical-presentation-of-data/02_graphical-presentation-of-data/04_column-and-pie-plots.mp4 34.8 MB
statistics-and-data-analysis-with-r/01_welcome-and-introduction-to-the-r-programming-language/02_introduction-to-rstudio-and-working-with-data/10_additional-data-frame-examples.mp4 34.4 MB
statistics-and-data-analysis-with-r/04_one-sample-hypothesis-testing/01_tests-on-the-mean/04_hypothesis-tests-on-the-mean-variance-known.mp4 34.4 MB
statistics-and-data-analysis-with-r/04_one-sample-hypothesis-testing/01_tests-on-the-mean/01_confidence-interval-on-the-mean-variance-known.mp4 34.3 MB
statistics-and-data-analysis-with-r/03_counting-techniques-and-probability-distribution-functions/03_continuous-distributions/07_the-t-distribution.mp4 33.2 MB
statistics-and-data-analysis-with-excel-part-2/06_multilinear-regression/02_multiple-linear-regression/05_confidence-intervals-in-multiple-linear-regression.mp4 32.9 MB
statistics-and-data-analysis-with-r/04_one-sample-hypothesis-testing/02_type-ii-error-beta-power-and-sample-size/04_choice-of-sample-size.mp4 31.8 MB
statistics-and-data-analysis-with-r/02_descriptive-statistics-and-graphical-presentation-of-data/02_graphical-presentation-of-data/03_histograms.mp4 31.2 MB
statistics-and-data-analysis-with-r/04_one-sample-hypothesis-testing/03_tests-on-the-variance/02_hypothesis-tests-on-the-variance.mp4 30.4 MB
statistics-and-data-analysis-with-r/04_one-sample-hypothesis-testing/01_tests-on-the-mean/02_confidence-interval-on-the-mean-variance-unknown.mp4 29.7 MB
statistics-and-data-analysis-with-r/06_regression-and-anova/01_regression-residual-analysis-and-model-building/03_residual-analysis-part-1.mp4 29.2 MB
statistics-and-data-analysis-with-excel-part-2/06_multilinear-regression/02_multiple-linear-regression/06_introduction-to-nonlinear-regression-logistic-regression.mp4 28.8 MB
statistics-and-data-analysis-with-r/03_counting-techniques-and-probability-distribution-functions/02_discrete-distributions/06_the-multinomial-distribution.mp4 28.6 MB
statistics-and-data-analysis-with-r/03_counting-techniques-and-probability-distribution-functions/03_continuous-distributions/08_the-chi-squared-distribution.mp4 28.5 MB
statistics-and-data-analysis-with-excel-part-2/05_linear-regression/03_simple-linear-regression/04_examples-confidence-interval-on-the-slope.mp4 28.0 MB
statistics-and-data-analysis-with-excel-part-1/04_discrete-probability-distributions/08_reinforce-your-learning/02_guided-workshop-4-modeling-traffic-data.mp4 28.0 MB
statistics-and-data-analysis-with-r/01_welcome-and-introduction-to-the-r-programming-language/02_introduction-to-rstudio-and-working-with-data/12_how-to-use-built-in-functions.mp4 27.7 MB
statistics-and-data-analysis-with-excel-part-1/03_probability/04_reinforce-your-learning/02_guided-workshop-3-bayes-theorem-and-diagnostic-testing.mp4 27.0 MB
statistics-and-data-analysis-with-r/03_counting-techniques-and-probability-distribution-functions/02_discrete-distributions/02_the-geometric-distribution.mp4 26.8 MB
statistics-and-data-analysis-with-r/04_one-sample-hypothesis-testing/01_tests-on-the-mean/05_hypothesis-tests-on-the-mean-variance-unknown.mp4 26.4 MB
statistics-and-data-analysis-with-excel-part-2/07_anova/02_analysis-of-variance-anova/03_single-factor-anova-comparison-of-means.mp4 26.1 MB
statistics-and-data-analysis-with-excel-part-1/02_descriptive-statistics-and-graphical-representation-of-data/03_graphical-presentation-of-data/04_scatter-plots-in-excel-part-1.mp4 26.1 MB
statistics-and-data-analysis-with-r/03_counting-techniques-and-probability-distribution-functions/03_continuous-distributions/04_standardizing-and-z-values.mp4 25.5 MB
statistics-and-data-analysis-with-r/03_counting-techniques-and-probability-distribution-functions/02_discrete-distributions/01_the-binomial-distribution.mp4 25.4 MB
statistics-and-data-analysis-with-r/04_one-sample-hypothesis-testing/01_tests-on-the-mean/03_prediction-interval-on-a-future-observation.mp4 24.7 MB
statistics-and-data-analysis-with-excel-part-1/02_descriptive-statistics-and-graphical-representation-of-data/05_reinforce-your-learning/02_guided-workshop-2-creating-a-histogram-in-excel.mp4 24.5 MB
statistics-and-data-analysis-with-excel-part-1/03_probability/02_sample-spaces-and-counting-techniques/04_permutations-and-combinations.mp4 24.5 MB
statistics-and-data-analysis-with-excel-part-2/05_linear-regression/03_simple-linear-regression/06_coefficient-of-determination-and-adjusted-r-squared.mp4 24.5 MB
statistics-and-data-analysis-with-r/05_two-sample-hypothesis-tests/01_comparison-of-means-and-variances/05_comparison-of-means-variance-unknown.mp4 24.0 MB
statistics-and-data-analysis-with-excel-part-2/02_sampling-distributions-and-the-central-limit-theorem/05_reinforce-your-learning/02_guided-workshop-2-confidence-interval-calculator-for-small-data-sets.mp4 22.3 MB
statistics-and-data-analysis-with-r/03_counting-techniques-and-probability-distribution-functions/02_discrete-distributions/03_the-negative-binomial-distribution.mp4 22.0 MB
statistics-and-data-analysis-with-excel-part-2/05_linear-regression/03_simple-linear-regression/03_confidence-intervals-on-slope-and-intercept.mp4 21.9 MB
statistics-and-data-analysis-with-r/04_one-sample-hypothesis-testing/03_tests-on-the-variance/01_confidence-interval-on-the-variance.mp4 21.9 MB
statistics-and-data-analysis-with-r/03_counting-techniques-and-probability-distribution-functions/03_continuous-distributions/01_the-uniform-distribution.mp4 21.4 MB
statistics-and-data-analysis-with-r/05_two-sample-hypothesis-tests/02_paired-tests/01_paired-t-tests.mp4 21.3 MB
statistics-and-data-analysis-with-excel-part-1/02_descriptive-statistics-and-graphical-representation-of-data/03_graphical-presentation-of-data/03_histograms.mp4 21.0 MB
statistics-and-data-analysis-with-excel-part-1/05_continuous-probability-distributions/03_standardizing/01_standardizing-and-z-values-part-1.mp4 20.7 MB
statistics-and-data-analysis-with-excel-part-2/01_introduction-and-review/03_optional-review-your-standardizing-skills/02_standardizing-and-z-values-part-1.mp4 20.7 MB
statistics-and-data-analysis-with-excel-part-2/05_linear-regression/03_simple-linear-regression/05_confidence-interval-on-the-mean-response.mp4 20.3 MB
statistics-and-data-analysis-with-r/03_counting-techniques-and-probability-distribution-functions/02_discrete-distributions/05_the-poisson-distribution.mp4 20.1 MB
statistics-and-data-analysis-with-excel-part-1/02_descriptive-statistics-and-graphical-representation-of-data/02_descriptive-statistics/04_quartiles-and-percentiles.mp4 20.1 MB
statistics-and-data-analysis-with-r/03_counting-techniques-and-probability-distribution-functions/03_continuous-distributions/03_inverse-normal-distribution-calculations.mp4 20.0 MB
statistics-and-data-analysis-with-excel-part-2/03_one-sample-hypothesis-tests/05_reinforce-your-learning/02_guided-workshop-3-real-time-power-calculator.mp4 19.3 MB
statistics-and-data-analysis-with-excel-part-2/01_introduction-and-review/01_welcome/01_welcome-to-the-course.mp4 19.2 MB
statistics-and-data-analysis-with-excel-part-1/02_descriptive-statistics-and-graphical-representation-of-data/04_preparing-data-robust-estimators-and-removing-outliers/01_cleaning-data-in-excel.mp4 19.0 MB
statistics-and-data-analysis-with-r/01_welcome-and-introduction-to-the-r-programming-language/02_introduction-to-rstudio-and-working-with-data/13_user-defined-functions.mp4 18.9 MB
statistics-and-data-analysis-with-excel-part-2/02_sampling-distributions-and-the-central-limit-theorem/02_introduction-to-inferential-statistics/02_sampling-distribution-vs-population-distribution.mp4 18.4 MB
statistics-and-data-analysis-with-r/03_counting-techniques-and-probability-distribution-functions/03_continuous-distributions/06_optional-review-sampling-distribution-vs-population-distribution.mp4 18.4 MB
statistics-and-data-analysis-with-excel-part-1/02_descriptive-statistics-and-graphical-representation-of-data/03_graphical-presentation-of-data/08_box-plots.mp4 18.1 MB
statistics-and-data-analysis-with-excel-part-2/02_sampling-distributions-and-the-central-limit-theorem/04_the-chi-squared-distribution/01_the-chi-squared-distribution-and-confidence-intervals-on-the-variance.mp4 17.9 MB
statistics-and-data-analysis-with-r/05_two-sample-hypothesis-tests/01_comparison-of-means-and-variances/01_comparison-of-means-variance-known-part-1.mp4 17.8 MB
statistics-and-data-analysis-with-r/05_two-sample-hypothesis-tests/03_comparison-of-binomial-proportions/01_comparison-of-binomial-proportions.mp4 17.6 MB
statistics-and-data-analysis-with-excel-part-1/03_probability/03_conditional-probability/05_bayes-theorem.mp4 17.6 MB
statistics-and-data-analysis-with-r/03_counting-techniques-and-probability-distribution-functions/02_discrete-distributions/04_the-hypergeometric-distribution.mp4 17.4 MB
statistics-and-data-analysis-with-excel-part-2/07_anova/02_analysis-of-variance-anova/01_single-factor-anova-introduction-and-terminology.mp4 17.0 MB
statistics-and-data-analysis-with-r/01_welcome-and-introduction-to-the-r-programming-language/03_check-your-understanding/01_how-programming-assignments-work.mp4 17.0 MB
statistics-and-data-analysis-with-r/01_welcome-and-introduction-to-the-r-programming-language/02_introduction-to-rstudio-and-working-with-data/02_introduction-to-r-and-rstudio.mp4 16.7 MB
statistics-and-data-analysis-with-r/03_counting-techniques-and-probability-distribution-functions/03_continuous-distributions/02_the-normal-distribution.mp4 16.5 MB
statistics-and-data-analysis-with-excel-part-1/02_descriptive-statistics-and-graphical-representation-of-data/04_preparing-data-robust-estimators-and-removing-outliers/04_removing-outliers.mp4 15.9 MB
statistics-and-data-analysis-with-excel-part-2/04_two-sample-hypothesis-tests/03_the-f-distribution/01_the-f-distribution-and-comparison-of-variances.mp4 15.8 MB
statistics-and-data-analysis-with-excel-part-2/02_sampling-distributions-and-the-central-limit-theorem/02_introduction-to-inferential-statistics/05_confidence-interval-on-the-mean-variance-known.mp4 15.4 MB
statistics-and-data-analysis-with-r/05_two-sample-hypothesis-tests/01_comparison-of-means-and-variances/03_comparison-of-variances-f-test-part-1.mp4 15.0 MB
statistics-and-data-analysis-with-r/01_welcome-and-introduction-to-the-r-programming-language/01_course-introduction/02_how-the-course-works.mp4 15.0 MB
statistics-and-data-analysis-with-excel-part-2/04_two-sample-hypothesis-tests/02_comparison-of-means/03_comparison-of-means-variance-known-part-2.mp4 14.8 MB
statistics-and-data-analysis-with-r/03_counting-techniques-and-probability-distribution-functions/03_continuous-distributions/09_the-f-distribution.mp4 14.6 MB
statistics-and-data-analysis-with-excel-part-1/02_descriptive-statistics-and-graphical-representation-of-data/03_graphical-presentation-of-data/05_scatter-plots-in-excel-part-2.mp4 14.5 MB
statistics-and-data-analysis-with-excel-part-1/05_continuous-probability-distributions/02_introduction-to-continuous-distributions/05_the-normal-distribution.mp4 14.5 MB
statistics-and-data-analysis-with-r/01_welcome-and-introduction-to-the-r-programming-language/01_course-introduction/01_welcome-to-the-course.mp4 14.5 MB
statistics-and-data-analysis-with-excel-part-1/04_discrete-probability-distributions/05_poisson-process/01_the-poisson-distribution.mp4 14.4 MB
statistics-and-data-analysis-with-excel-part-2/04_two-sample-hypothesis-tests/02_comparison-of-means/06_paired-t-tests.mp4 14.2 MB
statistics-and-data-analysis-with-excel-part-1/01_welcome/02_statistics-and-data-analysis-an-introduction/01_introduction-to-statistics.mp4 14.1 MB
statistics-and-data-analysis-with-excel-part-1/02_descriptive-statistics-and-graphical-representation-of-data/03_graphical-presentation-of-data/06_column-and-pie-charts-in-excel.mp4 13.9 MB
statistics-and-data-analysis-with-excel-part-1/05_continuous-probability-distributions/05_probability-plots/01_probability-plots.mp4 13.6 MB
statistics-and-data-analysis-with-excel-part-1/02_descriptive-statistics-and-graphical-representation-of-data/04_preparing-data-robust-estimators-and-removing-outliers/02_data-transformations.mp4 13.5 MB
statistics-and-data-analysis-with-r/04_one-sample-hypothesis-testing/04_tests-on-a-binomial-proportion/01_hypothesis-tests-on-a-binomial-proportion.mp4 13.3 MB
statistics-and-data-analysis-with-excel-part-2/03_one-sample-hypothesis-tests/02_hypothesis-tests-on-the-mean/03_hypothesis-tests-on-the-mean-using-confidence-intervals.mp4 13.1 MB
statistics-and-data-analysis-with-excel-part-1/04_discrete-probability-distributions/03_bernoulli-processes/01_the-binomial-distribution.mp4 13.0 MB
statistics-and-data-analysis-with-excel-part-2/02_sampling-distributions-and-the-central-limit-theorem/03_the-t-distribution/01_the-t-distribution.mp4 12.7 MB
statistics-and-data-analysis-with-excel-part-1/04_discrete-probability-distributions/03_bernoulli-processes/04_excels-negbinom-dist-function.mp4 12.7 MB
statistics-and-data-analysis-with-excel-part-2/03_one-sample-hypothesis-tests/02_hypothesis-tests-on-the-mean/04_the-test-statistic-approach-to-hypothesis-testing.mp4 12.4 MB
statistics-and-data-analysis-with-excel-part-1/04_discrete-probability-distributions/07_closing-the-loop/01_closing-the-loop.mp4 12.4 MB
statistics-and-data-analysis-with-excel-part-1/04_discrete-probability-distributions/04_sampling-without-replacement/01_the-hypergeometric-distribution.mp4 12.4 MB
statistics-and-data-analysis-with-excel-part-2/06_multilinear-regression/02_multiple-linear-regression/03_hypothesis-tests-in-multiple-linear-regression-part-1.mp4 12.3 MB
statistics-and-data-analysis-with-excel-part-1/02_descriptive-statistics-and-graphical-representation-of-data/04_preparing-data-robust-estimators-and-removing-outliers/03_robust-estimators.mp4 11.9 MB
statistics-and-data-analysis-with-excel-part-1/05_continuous-probability-distributions/04_other-continuous-distributions/02_other-continuous-distributions.mp4 11.8 MB
statistics-and-data-analysis-with-excel-part-2/03_one-sample-hypothesis-tests/04_hypothesis-tests-on-the-variance-and-binomial-proportions/02_hypothesis-tests-on-a-binomial-proportion.mp4 11.7 MB
statistics-and-data-analysis-with-excel-part-2/03_one-sample-hypothesis-tests/03_type-ii-error-and-power/01_type-i-and-type-ii-errors.mp4 11.6 MB
statistics-and-data-analysis-with-r/04_one-sample-hypothesis-testing/02_type-ii-error-beta-power-and-sample-size/01_optional-review-type-i-and-type-ii-errors.mp4 11.6 MB
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