CourserHub com Coursera Design of Experiments Specialization

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Readme.txt

/.../01_unit-1-introduction-to-factorial-design/01_welcome/

01_course-description_instructions.html

02_course-textbook-and-resources_instructions.html

03_instructor-welcome.en.srt

03_instructor-welcome.en.txt

03_instructor-welcome.mp4

04_course-introduction.en.srt

04_course-introduction.en.txt

04_course-introduction.mp4

05_best-practices-in-online-learning-or-how-to-succeed-in-this-class_instructions.html

06_project_instructions.html

/.../02_introduction-to-factorial-design/

01_unit-1-introduction_instructions.html

02_introduction-to-factorials.en.srt

02_introduction-to-factorials.en.txt

02_introduction-to-factorials.mp4

03_the-battery-life-experiment.en.srt

03_the-battery-life-experiment.en.txt

03_the-battery-life-experiment.mp4

04_choice-of-sample-size.en.srt

04_choice-of-sample-size.en.txt

04_choice-of-sample-size.mp4

05_factorials-with-more-than-two-factors.en.srt

05_factorials-with-more-than-two-factors.en.txt

05_factorials-with-more-than-two-factors.mp4

06_battery-life-example.en.srt

06_battery-life-example.en.txt

06_battery-life-example.mp4

06_battery-life-example_Battery_Life_Experiment.jmp

07_tool-life-example.en.srt

07_tool-life-example.en.txt

07_tool-life-example.mp4

07_tool-life-example_Tool_Life_Experiment.jmp

08_target-detection-example.en.srt

08_target-detection-example.en.txt

08_target-detection-example.mp4

08_target-detection-example_Target_Detection_Example.jmp

/.../01_the-2-k-factorial-design/

01_unit-2-introduction_instructions.html

02_analysis-procedure-for-a-factorial-design.en.srt

02_analysis-procedure-for-a-factorial-design.en.txt

02_analysis-procedure-for-a-factorial-design.mp4

03_reduced-model.en.srt

03_reduced-model.en.txt

03_reduced-model.mp4

04_how-much-replication-is-necessary.en.srt

04_how-much-replication-is-necessary.en.txt

04_how-much-replication-is-necessary.mp4

05_anova-summary-full-model.en.srt

05_anova-summary-full-model.en.txt

05_anova-summary-full-model.mp4

06_the-general-2-k-factorial-design.en.srt

06_the-general-2-k-factorial-design.en.txt

06_the-general-2-k-factorial-design.mp4

07_estimates-of-the-effects.en.srt

07_estimates-of-the-effects.en.txt

07_estimates-of-the-effects.mp4

08_other-methods-for-analyzing-unpredicated-factorials.en.srt

08_other-methods-for-analyzing-unpredicated-factorials.en.txt

08_other-methods-for-analyzing-unpredicated-factorials.mp4

09_outliers.en.srt

09_outliers.en.txt

09_outliers.mp4

10_the-2-k-design-and-design-optimality.en.srt

10_the-2-k-design-and-design-optimality.en.txt

10_the-2-k-design-and-design-optimality.mp4

11_addition-of-center-points-to-a-2-k-design.en.srt

11_addition-of-center-points-to-a-2-k-design.en.txt

11_addition-of-center-points-to-a-2-k-design.mp4

12_plasma-etching-example.en.srt

12_plasma-etching-example.en.txt

12_plasma-etching-example.mp4

12_plasma-etching-example_Plasma_Etching_Example.jmp

13_filtration-rate-example.en.srt

13_filtration-rate-example.en.txt

13_filtration-rate-example.mp4

13_filtration-rate-example_Filtration_Rate_Example.jmp

/.../01_blocking-and-confounding-in-the-2-k-factorial-design/

01_unit-3-introduction_instructions.html

02_blocking-a-replicated-design.en.srt

02_blocking-a-replicated-design.en.txt

02_blocking-a-replicated-design.mp4

03_confounding-in-blocks.en.srt

03_confounding-in-blocks.en.txt

03_confounding-in-blocks.mp4

04_confounding-in-blocks-pt-2.en.srt

04_confounding-in-blocks-pt-2.en.txt

04_confounding-in-blocks-pt-2.mp4

05_filtration-rate-with-blocking-example.en.srt

05_filtration-rate-with-blocking-example.en.txt

05_filtration-rate-with-blocking-example.mp4

05_filtration-rate-with-blocking-example_Filtration_Rate_with_Blocking_Example.jmp

/.../01_two-level-fractional-factorial-designs/

01_unit-4-introduction_instructions.html

02_why-do-fractional-factorial-designs-work.en.srt

02_why-do-fractional-factorial-designs-work.en.txt

02_why-do-fractional-factorial-designs-work.mp4

03_construction-of-a-one-half-fraction.en.srt

03_construction-of-a-one-half-fraction.en.txt

03_construction-of-a-one-half-fraction.mp4

04_the-general-2-k-p-fractional-factorial-design.en.srt

04_the-general-2-k-p-fractional-factorial-design.en.txt

04_the-general-2-k-p-fractional-factorial-design.mp4

05_alias-structures-in-fractional-factorials-and-other-designs.en.srt

05_alias-structures-in-fractional-factorials-and-other-designs.en.txt

05_alias-structures-in-fractional-factorials-and-other-designs.mp4

06_resolution-iii-designs.en.srt

06_resolution-iii-designs.en.txt

06_resolution-iii-designs.mp4

07_plackett-burman-designs.en.srt

07_plackett-burman-designs.en.txt

07_plackett-burman-designs.mp4

08_resolution-iv-and-v-designs.en.srt

08_resolution-iv-and-v-designs.en.txt

08_resolution-iv-and-v-designs.mp4

09_filtration-rate-fractional-factorial-example.en.srt

09_filtration-rate-fractional-factorial-example.en.txt

09_filtration-rate-fractional-factorial-example.mp4

09_filtration-rate-fractional-factorial-example_Filtration_Rate_Fractional_Factorial_Example.jmp

10_eye-focus-time-example.en.srt

10_eye-focus-time-example.en.txt

10_eye-focus-time-example.mp4

10_eye-focus-time-example_Eye_Focus_Time_Example_Table_1.jmp

10_eye-focus-time-example_Eye_Focus_Time_Example_Table_2.jmp

/.../01_fireside-chats-recordings-and-q-a/

01__resources.html

/.../01_unit-1-getting-started-and-introduction-to-design-and-analysis-of-experiments/01_welcome/

01_course-description_instructions.html

02_course-textbook-and-resources_instructions.html

03_instructor-welcome.en.srt

03_instructor-welcome.en.txt

03_instructor-welcome.mp4

04_course-introduction.en.srt

04_course-introduction.en.txt

04_course-introduction.mp4

05_best-practices-in-online-learning-or-how-to-succeed-in-this-class_instructions.html

06_course-project_instructions.html

07_specialization-overview.en.srt

07_specialization-overview.en.txt

07_specialization-overview.mp4

/.../02_introduction-to-design-and-analysis-of-experiments/

01_unit-1-introduction_instructions.html

02_history-of-dox.en.srt

02_history-of-dox.en.txt

02_history-of-dox.mp4

03_the-basic-principles-of-dox.en.srt

03_the-basic-principles-of-dox.en.txt

03_the-basic-principles-of-dox.mp4

04_factorial-designs-with-several-factors.en.srt

04_factorial-designs-with-several-factors.en.txt

04_factorial-designs-with-several-factors.mp4

05_concept-questions_exam.html

06_introduction-to-course-project_instructions.html

/.../01_simple-comparative-experiments/

01_unit-2-introduction_instructions.html

02_comparative-experiments-and-basic-statistical-concepts.en.srt

02_comparative-experiments-and-basic-statistical-concepts.en.txt

02_comparative-experiments-and-basic-statistical-concepts.mp4

03_the-hypothesis-testing-framework.en.srt

03_the-hypothesis-testing-framework.en.txt

03_the-hypothesis-testing-framework.mp4

04_pooled-t-test-and-two-sample-t-test.en.srt

04_pooled-t-test-and-two-sample-t-test.en.txt

04_pooled-t-test-and-two-sample-t-test.mp4

05_pooled-t-test-and-two-sample-t-test-pt-2.en.srt

05_pooled-t-test-and-two-sample-t-test-pt-2.en.txt

05_pooled-t-test-and-two-sample-t-test-pt-2.mp4

06_hypothesis-testing-on-variances.en.srt

06_hypothesis-testing-on-variances.en.txt

06_hypothesis-testing-on-variances.mp4

07_paired-t-test.en.srt

07_paired-t-test.en.txt

07_paired-t-test.mp4

08_portland-cement-data-example.en.srt

08_portland-cement-data-example.en.txt

08_portland-cement-data-example.mp4

08_portland-cement-data-example_Portland_Cement_Data_Example.jmp

09_florescence-data-example.en.srt

09_florescence-data-example.en.txt

09_florescence-data-example.mp4

09_florescence-data-example_Florescence_Data_Example.jmp

10_hardness-testing-example.en.srt

10_hardness-testing-example.en.txt

10_hardness-testing-example.mp4

10_hardness-testing-example_Hardness_Testing_Example.jmp

11_concept-questions_exam.html

12_exercise-1_exam.html

/.../01_experiments-with-a-single-factor-the-analysis-of-variance/

01_unit-3-introduction-experiments-with-a-singe-factor-the-analysis-of-variance_instructions.html

02_analysis-of-variance-anova.en.srt

02_analysis-of-variance-anova.en.txt

02_analysis-of-variance-anova.mp4

03_models-for-the-data.en.srt

03_models-for-the-data.en.txt

03_models-for-the-data.mp4

04_anova-for-plasma-etching-experiment.en.srt

04_anova-for-plasma-etching-experiment.en.txt

04_anova-for-plasma-etching-experiment.mp4

05_post-anova-comparison-of-means.en.srt

05_post-anova-comparison-of-means.en.txt

05_post-anova-comparison-of-means.mp4

06_sample-size-determination.en.srt

06_sample-size-determination.en.txt

06_sample-size-determination.mp4

07_examples-of-single-factor-experiments.en.srt

07_examples-of-single-factor-experiments.en.txt

07_examples-of-single-factor-experiments.mp4

08_the-random-effects-model.en.srt

08_the-random-effects-model.en.txt

08_the-random-effects-model.mp4

09_example-of-random-factor-experiment.en.srt

09_example-of-random-factor-experiment.en.txt

09_example-of-random-factor-experiment.mp4

10_plasma-etching-example.en.srt

10_plasma-etching-example.en.txt

10_plasma-etching-example.mp4

10_plasma-etching-example_Plasma_Etching_Example.jmp

11_fabric-strength-example.en.srt

11_fabric-strength-example.en.txt

11_fabric-strength-example.mp4

11_fabric-strength-example_Fabric_Strength_Example.jmp

12_concept-questions_exam.html

13_exercise-2_exam.html

/.../01_randomized-blocks-latin-squares-and-related-designs/

01_unit-4-introduction-randomized-blocks-latin-squares-and-related-designs_instructions.html

02_the-blocking-principle.en.srt

02_the-blocking-principle.en.txt

02_the-blocking-principle.mp4

03_extension-of-the-anova-to-the-rcbd.en.srt

03_extension-of-the-anova-to-the-rcbd.en.txt

03_extension-of-the-anova-to-the-rcbd.mp4

04_example.en.srt

04_example.en.txt

04_example.mp4

05_residual-analysis-for-the-vascular-graft-example.en.srt

05_residual-analysis-for-the-vascular-graft-example.en.txt

05_residual-analysis-for-the-vascular-graft-example.mp4

06_the-latin-square-design.en.srt

06_the-latin-square-design.en.txt

06_the-latin-square-design.mp4

07_vascular-graft-example.en.srt

07_vascular-graft-example.en.txt

07_vascular-graft-example.mp4

07_vascular-graft-example_Vascular_Graft_Experiment.jmp

08_concept-questions_exam.html

09_exercise-3_exam.html

/.../01_peer-review-project-report/

01_project-report_peer_assignment_instructions.html

/.../01_fireside-chats-recordings-and-q-a/

01__6K-P-IQbQ6Gvj_iEG0Oh0w_58d56aae734a4092ba1c3444fb294df1_DoE-Fireside-Chats-Q-A.xlsx

01__resources.html

/.../01_unit-1-experiments-with-random-factors/01_welcome/

01_course-description_instructions.html

02_course-textbook-and-resources_instructions.html

03_instructor-welcome.en.srt

03_instructor-welcome.en.txt

03_instructor-welcome.mp4

04_course-introduction.en.srt

04_course-introduction.en.txt

04_course-introduction.mp4

05_best-practices-in-online-learning-or-how-to-succeed-in-this-class_instructions.html

06_project-report_instructions.html

/.../02_experiments-with-random-factors/

01_unit-1-introduction_instructions.html

02_estimating-the-variance-components.en.srt

02_estimating-the-variance-components.en.txt

02_estimating-the-variance-components.mp4

03_maximum-likelihood-approach.en.srt

03_maximum-likelihood-approach.en.txt

03_maximum-likelihood-approach.mp4

04_the-two-factor-mixed-model.en.srt

04_the-two-factor-mixed-model.en.txt

04_the-two-factor-mixed-model.mp4

05_measurement-system-study-example.en.srt

05_measurement-system-study-example.en.txt

05_measurement-system-study-example.mp4

05_measurement-system-study-example_Measurement_System_Study_Example.jmp

/.../01_nested-and-split-plot-designs/

01_unit-2-introduction_instructions.html

02_two-stage-nested-design.en.srt

02_two-stage-nested-design.en.txt

02_two-stage-nested-design.mp4

03_variations-of-the-nested-design.en.srt

03_variations-of-the-nested-design.en.txt

03_variations-of-the-nested-design.mp4

04_the-split-plot-design.en.srt

04_the-split-plot-design.en.txt

04_the-split-plot-design.mp4

05_unreplicated-designs-and-fractional-factorial-designs-in-a-split-plot-framework.en.srt

05_unreplicated-designs-and-fractional-factorial-designs-in-a-split-plot-framework.en.txt

05_unreplicated-designs-and-fractional-factorial-designs-in-a-split-plot-framework.mp4

06_purity-example.en.srt

06_purity-example.en.txt

06_purity-example.mp4

06_purity-example_Purity_Example.jmp

07_tensile-strength-of-paper-example.en.srt

07_tensile-strength-of-paper-example.en.txt

07_tensile-strength-of-paper-example.mp4

07_tensile-strength-of-paper-example_Tensile_Strength_of_Paper_Example.jmp

/.../01_other-design-and-analysis-topics/

01_unit-3-introduction_instructions.html

02_the-generalized-linear-model.en.srt

02_the-generalized-linear-model.en.txt

02_the-generalized-linear-model.mp4

03_the-grill-defects-experiment.en.srt

03_the-grill-defects-experiment.en.txt

03_the-grill-defects-experiment.mp4

04_the-analysis-of-covariance.en.srt

04_the-analysis-of-covariance.en.txt

04_the-analysis-of-covariance.mp4

05_design-of-experiments-with-known-covariates.en.srt

05_design-of-experiments-with-known-covariates.en.txt

05_design-of-experiments-with-known-covariates.mp4

06_motor-oil-additive-experiment.en.srt

06_motor-oil-additive-experiment.en.txt

06_motor-oil-additive-experiment.mp4

07_consumer-product-coupons-example.en.srt

07_consumer-product-coupons-example.en.txt

07_consumer-product-coupons-example.mp4

07_consumer-product-coupons-example_Consumer_Products_Experiment.jmp

08_factorial-with-covariate-example.en.srt

08_factorial-with-covariate-example.en.txt

08_factorial-with-covariate-example.mp4

08_factorial-with-covariate-example_Factorial_with_Covariate_Experiment.jmp

/.../01_fireside-chats-recordings-and-q-a/

01__resources.html

/.../01_unit-1-additional-design-and-analysis-topics-for-factorial-and-fractional/01_welcome/

01_course-description_instructions.html

02_course-textbook-and-resources_instructions.html

03_instructor-introduction.en.srt

03_instructor-introduction.en.txt

03_instructor-introduction.mp4

04_course-introduction.en.srt

04_course-introduction.en.txt

04_course-introduction.mp4

05_best-practices-in-online-learning-or-how-to-succeed-in-this-class_instructions.html

/.../02_additional-design-and-analysis-topics-for-factorial-and-fractional-factorial/

01_unit-1-introduction_instructions.html

02_more-about-factorial-and-fractional-factorial-designs.en.srt

02_more-about-factorial-and-fractional-factorial-designs.en.txt

02_more-about-factorial-and-fractional-factorial-designs.mp4

03_the-3-3-design.en.srt

03_the-3-3-design.en.txt

03_the-3-3-design.mp4

04_the-3-k-factorial-design.en.srt

04_the-3-k-factorial-design.en.txt

04_the-3-k-factorial-design.mp4

05_confounding.en.srt

05_confounding.en.txt

05_confounding.mp4

06_fractional-replication-of-the-3-k-factorial-design.en.srt

06_fractional-replication-of-the-3-k-factorial-design.en.txt

06_fractional-replication-of-the-3-k-factorial-design.mp4

07_factorials-with-mixed-levels.en.srt

07_factorials-with-mixed-levels.en.txt

07_factorials-with-mixed-levels.mp4

08_nonregular-fractional-factorial-designs.en.srt

08_nonregular-fractional-factorial-designs.en.txt

08_nonregular-fractional-factorial-designs.mp4

09_use-of-an-optimal-design-tool.en.srt

09_use-of-an-optimal-design-tool.en.txt

09_use-of-an-optimal-design-tool.mp4

10_syrup-loss-example.en.srt

10_syrup-loss-example.en.txt

10_syrup-loss-example.mp4

10_syrup-loss-example_Syrup_Loss_Example.jmp

11_unusual-blocking-example.en.srt

11_unusual-blocking-example.en.txt

11_unusual-blocking-example.mp4

/.../01_regression-models/

01_unit-2-introduction_instructions.html

02_linear-regression-models.en.srt

02_linear-regression-models.en.txt

02_linear-regression-models.mp4

03_properties-of-the-estimators.en.srt

03_properties-of-the-estimators.en.txt

03_properties-of-the-estimators.mp4

04_regression-analysis-of-a-2-3-factorial-design.en.srt

04_regression-analysis-of-a-2-3-factorial-design.en.txt

04_regression-analysis-of-a-2-3-factorial-design.mp4

05_hypothesis-testing-in-multiple-regression.en.srt

05_hypothesis-testing-in-multiple-regression.en.txt

05_hypothesis-testing-in-multiple-regression.mp4

06_confidence-intervals-in-multiple-regression.en.srt

06_confidence-intervals-in-multiple-regression.en.txt

06_confidence-intervals-in-multiple-regression.mp4

07_regression-model-diagnostics.en.srt

07_regression-model-diagnostics.en.txt

07_regression-model-diagnostics.mp4

08_viscosity-example.en.srt

08_viscosity-example.en.txt

08_viscosity-example.mp4

08_viscosity-example_Viscosity_Example.jmp

/.../01_response-surface-methods-and-designs/

01_unit-3-introduction_instructions.html

02_response-surface-methodology.en.srt

02_response-surface-methodology.en.txt

02_response-surface-methodology.mp4

03_the-method-of-steepest-ascent.en.srt

03_the-method-of-steepest-ascent.en.txt

03_the-method-of-steepest-ascent.mp4

04_second-order-models-in-rsm.en.srt

04_second-order-models-in-rsm.en.txt

04_second-order-models-in-rsm.mp4

05_ridge-systems.en.srt

05_ridge-systems.en.txt

05_ridge-systems.mp4

06_multiple-responses.en.srt

06_multiple-responses.en.txt

06_multiple-responses.mp4

07_experimental-designs-for-fitting-response-surfaces.en.srt

07_experimental-designs-for-fitting-response-surfaces.en.txt

07_experimental-designs-for-fitting-response-surfaces.mp4

08_blocking-in-a-second-order-design.en.srt

08_blocking-in-a-second-order-design.en.txt

08_blocking-in-a-second-order-design.mp4

09_the-adhesive-pull-off-force-experiment.en.srt

09_the-adhesive-pull-off-force-experiment.en.txt

09_the-adhesive-pull-off-force-experiment.mp4

10_general-structure-of-a-definitive-screening-design-with-m-factors.en.srt

10_general-structure-of-a-definitive-screening-design-with-m-factors.en.txt

10_general-structure-of-a-definitive-screening-design-with-m-factors.mp4

11_experiments-with-computer-models.en.srt

11_experiments-with-computer-models.en.txt

11_experiments-with-computer-models.mp4

12_mixture-experiments.en.srt

12_mixture-experiments.en.txt

12_mixture-experiments.mp4

13_constraints.en.srt

13_constraints.en.txt

13_constraints.mp4

14_chemical-process-example.en.srt

14_chemical-process-example.en.txt

14_chemical-process-example.mp4

14_chemical-process-example_Chemical_Process_Example.jmp

15_paint-formulation-example.en.srt

15_paint-formulation-example.en.txt

15_paint-formulation-example.mp4

15_paint-formulation-example_Paint_Formulation_Example.jmp

/.../01_robust-parameter-design-and-process-robustness-studies/

01_unit-4-introduction_instructions.html

02_robust-design.en.srt

02_robust-design.en.txt

02_robust-design.mp4

03_analysis-of-the-crossed-array-design.en.srt

03_analysis-of-the-crossed-array-design.en.txt

03_analysis-of-the-crossed-array-design.mp4

04_combined-array-designs-and-the-response-model-approach.en.srt

04_combined-array-designs-and-the-response-model-approach.en.txt

04_combined-array-designs-and-the-response-model-approach.mp4

05_semiconductor-manufacturing-example.en.srt

05_semiconductor-manufacturing-example.en.txt

05_semiconductor-manufacturing-example.mp4

05_semiconductor-manufacturing-example_Semiconductor_Manufacturing_Example.jmp

/.../01_fireside-chats-recordings-and-q-a/

01__resources.html

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