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3.91 GB | 00:31:05 | mp4 | 1280X720 | 16:9
Genre: eLearning | Language : English

Files Included :
01 welcome-to-the-course.mp4 (10.8 MB)
02 how-the-course-works.mp4 (4.18 MB)
01 introduction-to-statistics.mp4 (14.11 MB)
01 difference-between-population-and-sample.mp4 (8.93 MB)
02 what-is-the-summation-symbol.mp4 (3.69 MB)
03 descriptive-statistics.mp4 (10.03 MB)
04 quartiles-and-percentiles.mp4 (20.09 MB)
01 univariate-vs-bivariate-data.mp4 (6.8 MB)
02 categorical-vs-numerical-data.mp4 (6.12 MB)
03 histograms.mp4 (20.96 MB)
04 scatter-plots-in-excel-part-1.mp4 (26.05 MB)
05 scatter-plots-in-excel-part-2.mp4 (14.52 MB)
06 column-and-pie-charts-in-excel.mp4 (13.89 MB)
07 time-series-plots.mp4 (3.62 MB)
08 box-plots.mp4 (18.06 MB)
02 data-transformations.mp4 (13.53 MB)
03 robust-estimators.mp4 (11.95 MB)
04 removing-outliers.mp4 (15.91 MB)
02 guided-workshop-2-creating-a-histogram-in-excel.mp4 (24.54 MB)
01 introduction-to-probability-part-1.mp4 (7.53 MB)
02 introduction-to-probability-part-2.mp4 (6.74 MB)
03 sample-spaces-and-events.mp4 (6.32 MB)
04 permutations-and-combinations.mp4 (24.46 MB)
05 how-to-use-the-permut-and-combin-functions-in-excel.mp4 (3.66 MB)
01 probability-rules.mp4 (7.61 MB)
02 conditional-probability.mp4 (8.18 MB)
03 multiplication-rule.mp4 (8.39 MB)
04 total-probability-rule.mp4 (9.84 MB)
05 bayes-theorem.mp4 (17.55 MB)
02 guided-workshop-3-bayes-theorem-and-diagnostic-testing.mp4 (27.02 MB)
01 introduction-to-discrete-probability-distributions.mp4 (7.01 MB)
02 probability-distributions.mp4 (10.59 MB)
01 the-binomial-distribution.mp4 (12.99 MB)
02 the-geometric-distribution.mp4 (8.44 MB)
03 the-negative-binomial-distribution.mp4 (7.42 MB)
04 excels-negbinom-dist-function.mp4 (12.68 MB)
01 the-hypergeometric-distribution.mp4 (12.37 MB)
02 the-multinomial-distribution.mp4 (7.88 MB)
01 the-poisson-distribution.mp4 (14.44 MB)
01 joint-and-marginal-probability-distributions.mp4 (8.93 MB)
02 conditional-probability-distributions.mp4 (6.36 MB)
01 closing-the-loop.mp4 (12.37 MB)
02 guided-workshop-4-modeling-traffic-data.mp4 (27.96 MB)
01 introduction-to-continuous-distributions.mp4 (7.28 MB)
02 continuous-variables-and-distributions.mp4 (11.05 MB)
03 the-uniform-distribution.mp4 (5.86 MB)
05 the-normal-distribution.mp4 (14.51 MB)
01 standardizing-and-z-values-part-1.mp4 (20.66 MB)
02 standardizing-and-z-values-part-2.mp4 (4.15 MB)
04 inverse-normal-distribution-calculations.mp4 (9.12 MB)
01 exponential-distribution.mp4 (10.7 MB)
02 other-continuous-distributions.mp4 (11.76 MB)
03 example-beta-pert-distribution.mp4 (4.73 MB)
01 probability-plots.mp4 (13.57 MB)
02 how-to-use-the-probability-plot-xlsx-file.mp4 (6.23 MB)
01 closing-the-loop.mp4 (8.65 MB)
02 guided-workshop-5-fitting-data-to-the-gamma-distribution.mp4 (41.34 MB)
01 welcome-to-the-course.mp4 (19.23 MB)
02 how-the-course-works.mp4 (9.2 MB)
02 standardizing-and-z-values-part-1.mp4 (20.66 MB)
03 standardizing-and-z-values-part-2.mp4 (4.15 MB)
05 inverse-normal-distribution-calculations.mp4 (9.12 MB)
01 introduction-to-inferential-statistics.mp4 (8.66 MB)
03 the-central-limit-theorem.mp4 (5.92 MB)
04 variance-known-or-unknown.mp4 (9.32 MB)
01 the-t-distribution.mp4 (12.69 MB)
04 confidence-interval-on-the-mean-variance-unknown.mp4 (7.15 MB)
05 using-the-confidence-norm-and-confidence-t-functions-in-excel.mp4 (9.29 MB)
06 prediction-interval-on-a-future-observation.mp4 (8.57 MB)
01 introduction-to-hypothesis-testing-part-1.mp4 (7.25 MB)
02 introduction-to-hypothesis-testing-part-2.mp4 (10.37 MB)
03 hypothesis-tests-on-the-mean-using-confidence-intervals.mp4 (13.07 MB)
04 the-test-statistic-approach-to-hypothesis-testing.mp4 (12.42 MB)
05 using-p-values-for-hypothesis-testing-on-the-mean-part-1.mp4 (8.79 MB)
06 using-p-values-for-hypothesis-testing-on-the-mean-part-2.mp4 (9.19 MB)
01 type-i-and-type-ii-errors.mp4 (11.6 MB)
02 example-type-ii-error.mp4 (6.22 MB)
03 power-of-the-test.mp4 (7.62 MB)
04 choice-of-sample-size-and-oc-curves.mp4 (11.13 MB)
05 choice-of-sample-size-variance-unknown.mp4 (3.39 MB)
01 hypothesis-tests-on-the-variance.mp4 (10.32 MB)
02 hypothesis-tests-on-a-binomial-proportion.mp4 (11.7 MB)
02 guided-workshop-3-real-time-power-calculator.mp4 (19.29 MB)
02 comparison-of-means-variance-known-part-1.mp4 (11.49 MB)
03 comparison-of-means-variance-known-part-2.mp4 (14.79 MB)
04 comparison-of-means-variance-unknown-part-1.mp4 (11.16 MB)
05 comparison-of-means-variance-unknown-part-2.mp4 (9.61 MB)
06 paired-t-tests.mp4 (14.22 MB)
01 the-f-distribution-and-comparison-of-variances.mp4 (15.76 MB)
01 comparison-of-proportions.mp4 (7.63 MB)
02 guided-workshop-4-two-sample-t-test-calculator.mp4 (36.37 MB)
01 linear-regression-part-1-simple-linear-models-straight-line.mp4 (34.87 MB)
02 linear-regression-part-2-general-linear-models.mp4 (57.17 MB)
03 linear-regression-part-3-multilinear-regression.mp4 (39.88 MB)
01 simple-linear-regression-using-least-squares-estimators.mp4 (36.34 MB)
02 hypothesis-tests-for-simple-linear-regression.mp4 (34.94 MB)
03 confidence-intervals-on-slope-and-intercept.mp4 (21.95 MB)
04 examples-confidence-interval-on-the-slope.mp4 (27.97 MB)
05 confidence-interval-on-the-mean-response.mp4 (20.32 MB)
06 coefficient-of-determination-and-adjusted-r-squared.mp4 (24.45 MB)
02 guided-workshop-5-prediction-interval-for-a-future-observation.mp4 (45.25 MB)
01 matrix-approach-to-multiple-linear-regression.mp4 (50.96 MB)
02 statistical-properties-of-least-squares-estimators.mp4 (56.95 MB)
03 hypothesis-tests-in-multiple-linear-regression-part-1.mp4 (12.28 MB)
04 hypothesis-tests-in-multiple-linear-regression-part-2.mp4 (38.58 MB)
05 confidence-intervals-in-multiple-linear-regression.mp4 (32.89 MB)
06 introduction-to-nonlinear-regression-logistic-regression.mp4 (28.83 MB)
02 guided-workshop-6-real-time-multilinear-regression-calculator.mp4 (120.07 MB)
01 single-factor-anova-introduction-and-terminology.mp4 (17.04 MB)
02 single-factor-anova-partitioning-the-sum-of-squares-and-creating-the-anova-table.mp4 (35.8 MB)
03 single-factor-anova-comparison-of-means.mp4 (26.12 MB)
02 guided-workshop-7-two-way-analysis-of-variance.mp4 (58.75 MB)
01 welcome-to-the-course.mp4 (14.49 MB)
02 how-the-course-works.mp4 (14.98 MB)
02 introduction-to-r-and-rstudio.mp4 (16.65 MB)
04 basic-calculations-in-r.mp4 (35.48 MB)
05 using-script-files.mp4 (36.75 MB)
06 vectors-and-matrices-part-1.mp4 (40.29 MB)
07 vectors-and-matrices-part-2.mp4 (54.66 MB)
08 how-to-install-and-load-packages.mp4 (50.02 MB)
09 data-frames-and-tibbles.mp4 (72.91 MB)
10 additional-data-frame-examples.mp4 (34.41 MB)
11 importing-data-into-rstudio.mp4 (66.46 MB)
12 how-to-use-built-in-functions.mp4 (27.69 MB)
13 user-defined-functions.mp4 (18.87 MB)
01 how-programming-assignments-work.mp4 (16.98 MB)
01 descriptive-statistics-part-1.mp4 (37.13 MB)
02 descriptive-statistics-part-2.mp4 (59.2 MB)
03 conditional-statistics.mp4 (37.26 MB)
01 scatter-plots-part-1.mp4 (53.08 MB)
02 scatter-plots-part-2.mp4 (48.18 MB)
03 histograms.mp4 (31.18 MB)
04 column-and-pie-plots.mp4 (34.79 MB)
05 box-plots.mp4 (49.52 MB)
06 probability-plots-and-the-ad-statistic.mp4 (42.22 MB)
01 permutations-and-combinations.mp4 (48.72 MB)
01 the-binomial-distribution.mp4 (25.43 MB)
02 the-geometric-distribution.mp4 (26.81 MB)
03 the-negative-binomial-distribution.mp4 (22 MB)
04 the-hypergeometric-distribution.mp4 (17.39 MB)
05 the-poisson-distribution.mp4 (20.14 MB)
06 the-multinomial-distribution.mp4 (28.57 MB)
01 the-uniform-distribution.mp4 (21.4 MB)
02 the-normal-distribution.mp4 (16.5 MB)
03 inverse-normal-distribution-calculations.mp4 (20.03 MB)
04 standardizing-and-z-values.mp4 (25.46 MB)
05 optional-review-variance-known-or-unknown.mp4 (9.32 MB)
07 the-t-distribution.mp4 (33.21 MB)
08 the-chi-squared-distribution.mp4 (28.46 MB)
09 the-f-distribution.mp4 (14.58 MB)
01 confidence-interval-on-the-mean-variance-known.mp4 (34.3 MB)
02 confidence-interval-on-the-mean-variance-unknown.mp4 (29.73 MB)
03 prediction-interval-on-a-future-observation.mp4 (24.68 MB)
04 hypothesis-tests-on-the-mean-variance-known.mp4 (34.37 MB)
05 hypothesis-tests-on-the-mean-variance-unknown.mp4 (26.4 MB)
01 optional-review-type-i-and-type-ii-errors.mp4 (11.6 MB)
02 optional-review-power-of-the-test.mp4 (7.62 MB)
03 type-ii-error-and-power-of-the-test.mp4 (40.57 MB)
04 choice-of-sample-size.mp4 (31.83 MB)
01 confidence-interval-on-the-variance.mp4 (21.93 MB)
02 hypothesis-tests-on-the-variance.mp4 (30.43 MB)
01 hypothesis-tests-on-a-binomial-proportion.mp4 (13.28 MB)
01 comparison-of-means-variance-known-part-1.mp4 (17.78 MB)
02 comparison-of-means-variance-known-part-2.mp4 (51.18 MB)
03 comparison-of-variances-f-test-part-1.mp4 (15.02 MB)
04 comparison-of-variances-f-test-part-2.mp4 (48.11 MB)
05 comparison-of-means-variance-unknown.mp4 (23.99 MB)
01 paired-t-tests.mp4 (21.32 MB)
01 comparison-of-binomial-proportions.mp4 (17.56 MB)
01 simple-linear-regression-part-1.mp4 (55.58 MB)
02 simple-linear-regression-part-2.mp4 (49.26 MB)
03 residual-analysis-part-1.mp4 (29.23 MB)
04 residual-analysis-part-2.mp4 (45.18 MB)
05 polynomial-regression.mp4 (72.2 MB)
06 multilinear-regression.mp4 (50.13 MB)
07 model-building-techniques-part-1.mp4 (45.01 MB)
08 model-building-techniques-part-2.mp4 (47.28 MB)
01 analysis-of-variance.mp4 (40.83 MB)]
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