[CourserHub.com] Coursera - Design of Experiments Specialization

Creation Time	June 10, 2024, 3:34 a.m.
Last Access Time	April 12, 2026, 3:30 p.m.
File Size	4.9 GB
Keywords	Specialization - Coursera Experiments Design of com CourserHub
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Total Files	434
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response-surfaces-mixtures-model-building/02_unit-2-regression-models/01_regression-models/05_hypothesis-testing-in-multiple-regression.mp4 190.3 MB
response-surfaces-mixtures-model-building/02_unit-2-regression-models/01_regression-models/06_confidence-intervals-in-multiple-regression.mp4 150.1 MB
response-surfaces-mixtures-model-building/02_unit-2-regression-models/01_regression-models/07_regression-model-diagnostics.mp4 115.4 MB
introduction-experimental-design-basics/01_unit-1-getting-started-and-introduction-to-design-and-analysis-of-experiments/02_introduction-to-design-and-analysis-of-experiments/02_history-of-dox.mp4 83.8 MB
factorial-fractional-factorial-designs/01_unit-1-introduction-to-factorial-design/02_introduction-to-factorial-design/03_the-battery-life-experiment.mp4 82.6 MB
factorial-fractional-factorial-designs/01_unit-1-introduction-to-factorial-design/02_introduction-to-factorial-design/02_introduction-to-factorials.mp4 73.3 MB
factorial-fractional-factorial-designs/04_unit-4-two-level-fractional-factorial-designs/01_two-level-fractional-factorial-designs/04_the-general-2-k-p-fractional-factorial-design.mp4 71.7 MB
response-surfaces-mixtures-model-building/01_unit-1-additional-design-and-analysis-topics-for-factorial-and-fractional/02_additional-design-and-analysis-topics-for-factorial-and-fractional-factorial/05_confounding.mp4 70.4 MB
introduction-experimental-design-basics/01_unit-1-getting-started-and-introduction-to-design-and-analysis-of-experiments/02_introduction-to-design-and-analysis-of-experiments/04_factorial-designs-with-several-factors.mp4 69.9 MB
response-surfaces-mixtures-model-building/03_unit-3-response-surface-methods-and-designs/01_response-surface-methods-and-designs/07_experimental-designs-for-fitting-response-surfaces.mp4 68.3 MB
random-models-nested-split-plot-designs/02_unit-2-nested-and-split-plot-designs/01_nested-and-split-plot-designs/02_two-stage-nested-design.mp4 60.5 MB
factorial-fractional-factorial-designs/04_unit-4-two-level-fractional-factorial-designs/01_two-level-fractional-factorial-designs/07_plackett-burman-designs.mp4 60.4 MB
response-surfaces-mixtures-model-building/01_unit-1-additional-design-and-analysis-topics-for-factorial-and-fractional/02_additional-design-and-analysis-topics-for-factorial-and-fractional-factorial/09_use-of-an-optimal-design-tool.mp4 59.9 MB
factorial-fractional-factorial-designs/02_unit-2-the-2-k-factorial-design/01_the-2-k-factorial-design/02_analysis-procedure-for-a-factorial-design.mp4 59.3 MB
factorial-fractional-factorial-designs/04_unit-4-two-level-fractional-factorial-designs/01_two-level-fractional-factorial-designs/08_resolution-iv-and-v-designs.mp4 59.1 MB
response-surfaces-mixtures-model-building/03_unit-3-response-surface-methods-and-designs/01_response-surface-methods-and-designs/03_the-method-of-steepest-ascent.mp4 59.0 MB
response-surfaces-mixtures-model-building/02_unit-2-regression-models/01_regression-models/02_linear-regression-models.mp4 58.7 MB
response-surfaces-mixtures-model-building/01_unit-1-additional-design-and-analysis-topics-for-factorial-and-fractional/02_additional-design-and-analysis-topics-for-factorial-and-fractional-factorial/04_the-3-k-factorial-design.mp4 57.8 MB
factorial-fractional-factorial-designs/02_unit-2-the-2-k-factorial-design/01_the-2-k-factorial-design/09_outliers.mp4 57.3 MB
factorial-fractional-factorial-designs/04_unit-4-two-level-fractional-factorial-designs/01_two-level-fractional-factorial-designs/03_construction-of-a-one-half-fraction.mp4 56.7 MB
response-surfaces-mixtures-model-building/01_unit-1-additional-design-and-analysis-topics-for-factorial-and-fractional/02_additional-design-and-analysis-topics-for-factorial-and-fractional-factorial/08_nonregular-fractional-factorial-designs.mp4 56.6 MB
factorial-fractional-factorial-designs/02_unit-2-the-2-k-factorial-design/01_the-2-k-factorial-design/11_addition-of-center-points-to-a-2-k-design.mp4 55.5 MB
response-surfaces-mixtures-model-building/03_unit-3-response-surface-methods-and-designs/01_response-surface-methods-and-designs/11_experiments-with-computer-models.mp4 55.4 MB
response-surfaces-mixtures-model-building/03_unit-3-response-surface-methods-and-designs/01_response-surface-methods-and-designs/06_multiple-responses.mp4 54.3 MB
response-surfaces-mixtures-model-building/02_unit-2-regression-models/01_regression-models/04_regression-analysis-of-a-2-3-factorial-design.mp4 53.6 MB
response-surfaces-mixtures-model-building/01_unit-1-additional-design-and-analysis-topics-for-factorial-and-fractional/02_additional-design-and-analysis-topics-for-factorial-and-fractional-factorial/02_more-about-factorial-and-fractional-factorial-designs.mp4 53.6 MB
introduction-experimental-design-basics/03_unit-3-experiments-with-a-single-factor-the-analysis-of-variance/01_experiments-with-a-single-factor-the-analysis-of-variance/02_analysis-of-variance-anova.mp4 53.4 MB
factorial-fractional-factorial-designs/01_unit-1-introduction-to-factorial-design/02_introduction-to-factorial-design/05_factorials-with-more-than-two-factors.mp4 53.3 MB
introduction-experimental-design-basics/02_unit-2-simple-comparative-experiments/01_simple-comparative-experiments/03_the-hypothesis-testing-framework.mp4 53.1 MB
random-models-nested-split-plot-designs/03_unit-3-other-design-and-analysis-topics/01_other-design-and-analysis-topics/02_the-generalized-linear-model.mp4 53.0 MB
introduction-experimental-design-basics/01_unit-1-getting-started-and-introduction-to-design-and-analysis-of-experiments/02_introduction-to-design-and-analysis-of-experiments/03_the-basic-principles-of-dox.mp4 53.0 MB
factorial-fractional-factorial-designs/04_unit-4-two-level-fractional-factorial-designs/01_two-level-fractional-factorial-designs/06_resolution-iii-designs.mp4 52.4 MB
random-models-nested-split-plot-designs/02_unit-2-nested-and-split-plot-designs/01_nested-and-split-plot-designs/04_the-split-plot-design.mp4 50.5 MB
response-surfaces-mixtures-model-building/03_unit-3-response-surface-methods-and-designs/01_response-surface-methods-and-designs/08_blocking-in-a-second-order-design.mp4 50.3 MB
introduction-experimental-design-basics/02_unit-2-simple-comparative-experiments/01_simple-comparative-experiments/05_pooled-t-test-and-two-sample-t-test-pt-2.mp4 50.2 MB
introduction-experimental-design-basics/02_unit-2-simple-comparative-experiments/01_simple-comparative-experiments/08_portland-cement-data-example.mp4 50.2 MB
introduction-experimental-design-basics/02_unit-2-simple-comparative-experiments/01_simple-comparative-experiments/06_hypothesis-testing-on-variances.mp4 50.0 MB
factorial-fractional-factorial-designs/02_unit-2-the-2-k-factorial-design/01_the-2-k-factorial-design/10_the-2-k-design-and-design-optimality.mp4 50.0 MB
factorial-fractional-factorial-designs/04_unit-4-two-level-fractional-factorial-designs/01_two-level-fractional-factorial-designs/02_why-do-fractional-factorial-designs-work.mp4 49.8 MB
response-surfaces-mixtures-model-building/03_unit-3-response-surface-methods-and-designs/01_response-surface-methods-and-designs/12_mixture-experiments.mp4 49.7 MB
introduction-experimental-design-basics/02_unit-2-simple-comparative-experiments/01_simple-comparative-experiments/04_pooled-t-test-and-two-sample-t-test.mp4 48.2 MB
response-surfaces-mixtures-model-building/01_unit-1-additional-design-and-analysis-topics-for-factorial-and-fractional/02_additional-design-and-analysis-topics-for-factorial-and-fractional-factorial/06_fractional-replication-of-the-3-k-factorial-design.mp4 47.8 MB
factorial-fractional-factorial-designs/02_unit-2-the-2-k-factorial-design/01_the-2-k-factorial-design/05_anova-summary-full-model.mp4 47.5 MB
factorial-fractional-factorial-designs/02_unit-2-the-2-k-factorial-design/01_the-2-k-factorial-design/04_how-much-replication-is-necessary.mp4 45.3 MB
response-surfaces-mixtures-model-building/04_unit-4-robust-parameter-design-and-process-robustness-studies/01_robust-parameter-design-and-process-robustness-studies/02_robust-design.mp4 45.3 MB
introduction-experimental-design-basics/03_unit-3-experiments-with-a-single-factor-the-analysis-of-variance/01_experiments-with-a-single-factor-the-analysis-of-variance/03_models-for-the-data.mp4 44.6 MB
random-models-nested-split-plot-designs/03_unit-3-other-design-and-analysis-topics/01_other-design-and-analysis-topics/04_the-analysis-of-covariance.mp4 44.4 MB
response-surfaces-mixtures-model-building/03_unit-3-response-surface-methods-and-designs/01_response-surface-methods-and-designs/04_second-order-models-in-rsm.mp4 44.2 MB
response-surfaces-mixtures-model-building/03_unit-3-response-surface-methods-and-designs/01_response-surface-methods-and-designs/05_ridge-systems.mp4 43.7 MB
response-surfaces-mixtures-model-building/04_unit-4-robust-parameter-design-and-process-robustness-studies/01_robust-parameter-design-and-process-robustness-studies/04_combined-array-designs-and-the-response-model-approach.mp4 43.6 MB
factorial-fractional-factorial-designs/01_unit-1-introduction-to-factorial-design/02_introduction-to-factorial-design/04_choice-of-sample-size.mp4 41.9 MB
introduction-experimental-design-basics/03_unit-3-experiments-with-a-single-factor-the-analysis-of-variance/01_experiments-with-a-single-factor-the-analysis-of-variance/04_anova-for-plasma-etching-experiment.mp4 40.9 MB
introduction-experimental-design-basics/02_unit-2-simple-comparative-experiments/01_simple-comparative-experiments/02_comparative-experiments-and-basic-statistical-concepts.mp4 40.6 MB
random-models-nested-split-plot-designs/02_unit-2-nested-and-split-plot-designs/01_nested-and-split-plot-designs/05_unreplicated-designs-and-fractional-factorial-designs-in-a-split-plot-framework.mp4 40.2 MB
introduction-experimental-design-basics/04_unit-4-randomized-blocks-latin-squares-and-related-designs/01_randomized-blocks-latin-squares-and-related-designs/02_the-blocking-principle.mp4 39.9 MB
introduction-experimental-design-basics/03_unit-3-experiments-with-a-single-factor-the-analysis-of-variance/01_experiments-with-a-single-factor-the-analysis-of-variance/05_post-anova-comparison-of-means.mp4 39.9 MB
random-models-nested-split-plot-designs/02_unit-2-nested-and-split-plot-designs/01_nested-and-split-plot-designs/03_variations-of-the-nested-design.mp4 39.8 MB
introduction-experimental-design-basics/02_unit-2-simple-comparative-experiments/01_simple-comparative-experiments/07_paired-t-test.mp4 39.6 MB
random-models-nested-split-plot-designs/03_unit-3-other-design-and-analysis-topics/01_other-design-and-analysis-topics/03_the-grill-defects-experiment.mp4 39.4 MB
introduction-experimental-design-basics/03_unit-3-experiments-with-a-single-factor-the-analysis-of-variance/01_experiments-with-a-single-factor-the-analysis-of-variance/07_examples-of-single-factor-experiments.mp4 38.8 MB
random-models-nested-split-plot-designs/01_unit-1-experiments-with-random-factors/02_experiments-with-random-factors/02_estimating-the-variance-components.mp4 38.5 MB
response-surfaces-mixtures-model-building/01_unit-1-additional-design-and-analysis-topics-for-factorial-and-fractional/02_additional-design-and-analysis-topics-for-factorial-and-fractional-factorial/03_the-3-3-design.mp4 38.2 MB
response-surfaces-mixtures-model-building/03_unit-3-response-surface-methods-and-designs/01_response-surface-methods-and-designs/14_chemical-process-example.mp4 38.2 MB
introduction-experimental-design-basics/04_unit-4-randomized-blocks-latin-squares-and-related-designs/01_randomized-blocks-latin-squares-and-related-designs/04_example.mp4 37.7 MB
factorial-fractional-factorial-designs/02_unit-2-the-2-k-factorial-design/01_the-2-k-factorial-design/06_the-general-2-k-factorial-design.mp4 36.7 MB
random-models-nested-split-plot-designs/03_unit-3-other-design-and-analysis-topics/01_other-design-and-analysis-topics/06_motor-oil-additive-experiment.mp4 35.9 MB
introduction-experimental-design-basics/04_unit-4-randomized-blocks-latin-squares-and-related-designs/01_randomized-blocks-latin-squares-and-related-designs/06_the-latin-square-design.mp4 35.1 MB
introduction-experimental-design-basics/04_unit-4-randomized-blocks-latin-squares-and-related-designs/01_randomized-blocks-latin-squares-and-related-designs/05_residual-analysis-for-the-vascular-graft-example.mp4 35.0 MB
response-surfaces-mixtures-model-building/02_unit-2-regression-models/01_regression-models/03_properties-of-the-estimators.mp4 34.6 MB
response-surfaces-mixtures-model-building/03_unit-3-response-surface-methods-and-designs/01_response-surface-methods-and-designs/13_constraints.mp4 34.1 MB
introduction-experimental-design-basics/03_unit-3-experiments-with-a-single-factor-the-analysis-of-variance/01_experiments-with-a-single-factor-the-analysis-of-variance/08_the-random-effects-model.mp4 33.3 MB
factorial-fractional-factorial-designs/02_unit-2-the-2-k-factorial-design/01_the-2-k-factorial-design/08_other-methods-for-analyzing-unpredicated-factorials.mp4 33.3 MB
factorial-fractional-factorial-designs/01_unit-1-introduction-to-factorial-design/01_welcome/03_instructor-welcome.mp4 33.1 MB
introduction-experimental-design-basics/01_unit-1-getting-started-and-introduction-to-design-and-analysis-of-experiments/01_welcome/03_instructor-welcome.mp4 33.1 MB
random-models-nested-split-plot-designs/01_unit-1-experiments-with-random-factors/01_welcome/03_instructor-welcome.mp4 33.1 MB
response-surfaces-mixtures-model-building/01_unit-1-additional-design-and-analysis-topics-for-factorial-and-fractional/01_welcome/03_instructor-introduction.mp4 33.1 MB
random-models-nested-split-plot-designs/01_unit-1-experiments-with-random-factors/02_experiments-with-random-factors/04_the-two-factor-mixed-model.mp4 33.1 MB
random-models-nested-split-plot-designs/03_unit-3-other-design-and-analysis-topics/01_other-design-and-analysis-topics/05_design-of-experiments-with-known-covariates.mp4 32.9 MB
factorial-fractional-factorial-designs/03_unit-3-blocking-and-confounding-in-the-2-k-factorial-design/01_blocking-and-confounding-in-the-2-k-factorial-design/03_confounding-in-blocks.mp4 31.9 MB
factorial-fractional-factorial-designs/02_unit-2-the-2-k-factorial-design/01_the-2-k-factorial-design/07_estimates-of-the-effects.mp4 31.9 MB
response-surfaces-mixtures-model-building/03_unit-3-response-surface-methods-and-designs/01_response-surface-methods-and-designs/09_the-adhesive-pull-off-force-experiment.mp4 31.5 MB
response-surfaces-mixtures-model-building/03_unit-3-response-surface-methods-and-designs/01_response-surface-methods-and-designs/10_general-structure-of-a-definitive-screening-design-with-m-factors.mp4 31.4 MB
random-models-nested-split-plot-designs/01_unit-1-experiments-with-random-factors/01_welcome/04_course-introduction.mp4 29.4 MB
introduction-experimental-design-basics/03_unit-3-experiments-with-a-single-factor-the-analysis-of-variance/01_experiments-with-a-single-factor-the-analysis-of-variance/06_sample-size-determination.mp4 28.8 MB
introduction-experimental-design-basics/03_unit-3-experiments-with-a-single-factor-the-analysis-of-variance/01_experiments-with-a-single-factor-the-analysis-of-variance/09_example-of-random-factor-experiment.mp4 28.7 MB
introduction-experimental-design-basics/01_unit-1-getting-started-and-introduction-to-design-and-analysis-of-experiments/01_welcome/07_specialization-overview.mp4 28.3 MB
introduction-experimental-design-basics/04_unit-4-randomized-blocks-latin-squares-and-related-designs/01_randomized-blocks-latin-squares-and-related-designs/03_extension-of-the-anova-to-the-rcbd.mp4 27.5 MB
response-surfaces-mixtures-model-building/03_unit-3-response-surface-methods-and-designs/01_response-surface-methods-and-designs/02_response-surface-methodology.mp4 27.4 MB
response-surfaces-mixtures-model-building/01_unit-1-additional-design-and-analysis-topics-for-factorial-and-fractional/02_additional-design-and-analysis-topics-for-factorial-and-fractional-factorial/07_factorials-with-mixed-levels.mp4 26.6 MB
factorial-fractional-factorial-designs/04_unit-4-two-level-fractional-factorial-designs/01_two-level-fractional-factorial-designs/05_alias-structures-in-fractional-factorials-and-other-designs.mp4 26.0 MB
introduction-experimental-design-basics/02_unit-2-simple-comparative-experiments/01_simple-comparative-experiments/10_hardness-testing-example.mp4 25.7 MB
introduction-experimental-design-basics/01_unit-1-getting-started-and-introduction-to-design-and-analysis-of-experiments/01_welcome/04_course-introduction.mp4 24.7 MB
factorial-fractional-factorial-designs/03_unit-3-blocking-and-confounding-in-the-2-k-factorial-design/01_blocking-and-confounding-in-the-2-k-factorial-design/04_confounding-in-blocks-pt-2.mp4 24.3 MB
factorial-fractional-factorial-designs/04_unit-4-two-level-fractional-factorial-designs/01_two-level-fractional-factorial-designs/10_eye-focus-time-example.mp4 23.5 MB
response-surfaces-mixtures-model-building/01_unit-1-additional-design-and-analysis-topics-for-factorial-and-fractional/01_welcome/04_course-introduction.mp4 22.9 MB
response-surfaces-mixtures-model-building/04_unit-4-robust-parameter-design-and-process-robustness-studies/01_robust-parameter-design-and-process-robustness-studies/05_semiconductor-manufacturing-example.mp4 22.1 MB
factorial-fractional-factorial-designs/01_unit-1-introduction-to-factorial-design/01_welcome/04_course-introduction.mp4 21.7 MB
response-surfaces-mixtures-model-building/03_unit-3-response-surface-methods-and-designs/01_response-surface-methods-and-designs/15_paint-formulation-example.mp4 21.7 MB
random-models-nested-split-plot-designs/02_unit-2-nested-and-split-plot-designs/01_nested-and-split-plot-designs/07_tensile-strength-of-paper-example.mp4 20.8 MB
random-models-nested-split-plot-designs/01_unit-1-experiments-with-random-factors/02_experiments-with-random-factors/03_maximum-likelihood-approach.mp4 20.5 MB
introduction-experimental-design-basics/04_unit-4-randomized-blocks-latin-squares-and-related-designs/01_randomized-blocks-latin-squares-and-related-designs/07_vascular-graft-example.mp4 19.8 MB
factorial-fractional-factorial-designs/01_unit-1-introduction-to-factorial-design/02_introduction-to-factorial-design/06_battery-life-example.mp4 19.7 MB
introduction-experimental-design-basics/02_unit-2-simple-comparative-experiments/01_simple-comparative-experiments/09_florescence-data-example.mp4 19.2 MB
response-surfaces-mixtures-model-building/01_unit-1-additional-design-and-analysis-topics-for-factorial-and-fractional/02_additional-design-and-analysis-topics-for-factorial-and-fractional-factorial/10_syrup-loss-example.mp4 18.2 MB
factorial-fractional-factorial-designs/03_unit-3-blocking-and-confounding-in-the-2-k-factorial-design/01_blocking-and-confounding-in-the-2-k-factorial-design/02_blocking-a-replicated-design.mp4 18.1 MB
introduction-experimental-design-basics/03_unit-3-experiments-with-a-single-factor-the-analysis-of-variance/01_experiments-with-a-single-factor-the-analysis-of-variance/10_plasma-etching-example.mp4 17.7 MB
factorial-fractional-factorial-designs/01_unit-1-introduction-to-factorial-design/02_introduction-to-factorial-design/07_tool-life-example.mp4 17.3 MB
response-surfaces-mixtures-model-building/01_unit-1-additional-design-and-analysis-topics-for-factorial-and-fractional/02_additional-design-and-analysis-topics-for-factorial-and-fractional-factorial/11_unusual-blocking-example.mp4 17.3 MB
factorial-fractional-factorial-designs/02_unit-2-the-2-k-factorial-design/01_the-2-k-factorial-design/03_reduced-model.mp4 16.7 MB
factorial-fractional-factorial-designs/01_unit-1-introduction-to-factorial-design/02_introduction-to-factorial-design/08_target-detection-example.mp4 16.7 MB
response-surfaces-mixtures-model-building/04_unit-4-robust-parameter-design-and-process-robustness-studies/01_robust-parameter-design-and-process-robustness-studies/03_analysis-of-the-crossed-array-design.mp4 16.5 MB
factorial-fractional-factorial-designs/04_unit-4-two-level-fractional-factorial-designs/01_two-level-fractional-factorial-designs/09_filtration-rate-fractional-factorial-example.mp4 16.3 MB
factorial-fractional-factorial-designs/02_unit-2-the-2-k-factorial-design/01_the-2-k-factorial-design/12_plasma-etching-example.mp4 16.2 MB
random-models-nested-split-plot-designs/03_unit-3-other-design-and-analysis-topics/01_other-design-and-analysis-topics/07_consumer-product-coupons-example.mp4 15.3 MB
response-surfaces-mixtures-model-building/02_unit-2-regression-models/01_regression-models/08_viscosity-example.mp4 15.3 MB
factorial-fractional-factorial-designs/03_unit-3-blocking-and-confounding-in-the-2-k-factorial-design/01_blocking-and-confounding-in-the-2-k-factorial-design/05_filtration-rate-with-blocking-example.mp4 13.5 MB
factorial-fractional-factorial-designs/02_unit-2-the-2-k-factorial-design/01_the-2-k-factorial-design/13_filtration-rate-example.mp4 13.4 MB
random-models-nested-split-plot-designs/03_unit-3-other-design-and-analysis-topics/01_other-design-and-analysis-topics/08_factorial-with-covariate-example.mp4 13.2 MB
random-models-nested-split-plot-designs/02_unit-2-nested-and-split-plot-designs/01_nested-and-split-plot-designs/06_purity-example.mp4 12.3 MB
random-models-nested-split-plot-designs/01_unit-1-experiments-with-random-factors/02_experiments-with-random-factors/05_measurement-system-study-example.mp4 11.2 MB
introduction-experimental-design-basics/03_unit-3-experiments-with-a-single-factor-the-analysis-of-variance/01_experiments-with-a-single-factor-the-analysis-of-variance/11_fabric-strength-example.mp4 9.3 MB
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