Assignments

(If the data link in the assignment does not work, please check the link. If it starts with www.cc.ysu.edu/~ghchang please change it to people.ysu.edu/~gchang)

1.    Review & Use of SPSS  

        1.1.  Review Exercise (Show the works by hand.)

(File: http://people.ysu.edu/~gchang/class/s5817/A/rev5817_10.pdf)  

One Sample Inference:  EX_OneSampleInference.pdf

Multiple Samples Inference: EX_MultiSampleInference.pdf

 

 2.    Create Data & Descriptive Statistics  

        2.1.  Create SPSS Data & Produce Descriptive Statistics [Student Data] 

(File: http://people.ysu.edu/~gchang/class/s5817/A/p_1_CreateData_Students.pdf)  [Word version]

        2.2.  Create SPSS Data & Produce Descriptive Statistics [TV and Exercise] 

(File: http://people.ysu.edu/~gchang/class/s5817/A/A1_DescriptiveStatistics.doc)

        2.3.  Create SPSS Data & Produce Descriptive Statistics [Body Fat] 

(File: http://people.ysu.edu/~gchang/class/s5817/A/06_A1_DataChart.doc)

        2.4.  Descriptive Statistics - Lead Poison 

(File: http://people.ysu.edu/~gchang/class/s5817/A/06_SPSS_2_DescriptiveStat.pdf)

        2.5.  Descriptive Statistics – Class Data 

(File: http://people.ysu.edu/~gchang/class/s5817/A/A1_11_DescStat_SPSS.doc )

 

 3.    Inference for One Population  

        3.1.  Test Hypothesis One Mean - Cat Average Weight 

(File: http://people.ysu.edu/~gchang/class/s5817/A/p_TestforOneMean_CatWeight.htm)

        3.2.  Bottling Plants Analysis  (File: http://people.ysu.edu/~gchang/class/s5817/A/p_bottling.htm)

        3.3.  Hypothesis Testing for One Population Mean - GSS93 Age Married 

(File: http://people.ysu.edu/~gchang/class/s5817/A/p_TestforOneMean_GSS93AgeMarried.htm)

        3.4.  Test Hypothesis One Mean GSS93 Age Married with Parametric and Nonparametric Tests 

(File: http://people.ysu.edu/~gchang/class/s5817/A/p_TestforOneMean_GSS93AgeMarried_nonpar.htm)

3.5  Average Crab Size

(File: http://people.ysu.edu/~gchang/class/s5817/A/Assign_5_T-Test_Crabs.pdf)

3.6  Contamination in Crab Farm

(File: http://people.ysu.edu/~gchang/class/s5817/A/Assign_5_T-Test_CrabMercury.pdf)

 

 4.    Inference for Two Populations  

        4.1.  Two Independent Samples Tests 

(File: http://people.ysu.edu/~gchang/class/s5817/A/p_TwoSTest_PsychScore.pdf)

        4.2.  [Due -] Paired Sample Tests - PDF version 

(File: http://people.ysu.edu/~gchang/class/s5817/A/P_PairedSample_06.pdf)

               4.2.1.  Paired Sample Tests - Word version 

(File: http://people.ysu.edu/~gchang/class/s5817/A/P_PairedSample_06.doc)  

        4.3.  Blood-Lead Level Analysis (One and Two Populations Analysis) 

(File: http://people.ysu.edu/~gchang/class/s5817/A/E1_5817_ProjectLead.doc)

        4.4. A Combined Project – One Sample and Two Samples tests.

(File: http://people.ysu.edu/~gchang/class/s5817/A/A2_11-StatInfer-1-2-Samples.doc)

 

 5.    One-Way ANOVA and Multiple Comparisons  

        5.1. ANOVA on Pain Thresholds (PDF version)

(File: http://people.ysu.edu/~gchang/class/s5817/A/Project_OneWayANOVA_Haircolor.pdf)

               5.1.1.  ANOVA on Pain Thresholds (Word version) 

(File: http://people.ysu.edu/~gchang/class/s5817/A/Project_OneWayANOVA_Haircolor.doc) 

        5.2.  [Due -] Multiple Comparisons on Pain Thresholds (PDF)

 (File: http://people.ysu.edu/~gchang/class/s5817/A/Project_MultipleComparison_Haircolor.pdf)

        5.3   ANOVA and Multiple Comparisons (Word Version)

(File: http://people.ysu.edu/~gchang/class/s5817/A/p_OneWayANOVA_Haircolor_Hand.doc)

 

 6.    Class Presentations  

        6.1.  Class Presentations 

(File: http://people.ysu.edu/~gchang/class/s5817/A/Class_Presentations_04.htm)

        6.2.  An Example of Class Presentation Material 

(File: http://people.ysu.edu/~gchang/class/s5817/A/presentation_example.htm)

        6.3.  PowerPoint Presentation Example 

(File: http://people.ysu.edu/~gchang/class/s5817/A/Presentation_Isa_LogisticReg.pdf)

        6.4.  Presentation Schedule: (10 to 15 minutes) 

(File: http://people.ysu.edu/~gchang/class/s5817/A/PresentationSchedule-13.pdf)

 

 7.    Consulting Project  

        7.1.  Sample size for Diagnostic Test Evaluations 

(File: http://people.ysu.edu/~gchang/class/s5817/A/p_Consulting_SampleSizeSensitivity.pdf)

7.2   Sensitivity Analysis

    (File: http://people.ysu.edu/~gchang/class/s5817/A/p_ROCAnalysis.htm)

 

 8.    Categorical Variables  

        8.1.  Contingency Table Analysis on Breast Cancer and Alcohol Consumption 

                   Use proper methods to do the analysis and write a report to summarize your findings.

(File: http://people.ysu.edu/~gchang/class/s5817/A/p_MHMethod_AlcoholBreastCaner.pdf)

8.2   ANOVA (BMI) and M-H Method (case-control)

    (File: http://people.ysu.edu/~gchang/class/s5817/A/A3_11-StatInfer-2-ANOVA-MH.doc)

 

 9.    Simple Linear Regression  

        9.1.  Eruptions of the Old Faithful Geyser 

(File: http://people.ysu.edu/~gchang/class/s5817/A/p_LinearReg_OldFaithful.htm)

        9.2.  [Due -] Wine Consumption and Heart Disease 

(File: http://people.ysu.edu/~gchang/class/s5817/A/P_reg_wineconsump.htm)

        9.3.  Linear Regression and Two Independent Samples t-Test 

(File: http://people.ysu.edu/~gchang/class/s5817/A/Reg_twosampletest.doc)

        9.4.  Comparing Blood-Sampling Procedures 

(File: http://people.ysu.edu/~gchang/class/s5817/A/p_Reg_glucose.pdf)

        9.5.  Multiple Regression - Birth Weights 

(File: http://people.ysu.edu/~gchang/class/s5817/A/P_MultipleReg_06.doc)

 

 10.  Nonparametric Tests  

        10.1.  Nonparametric Sign Test  (File: http://people.ysu.edu/~gchang/class/s5817/A/p_JK_08_NPTests.doc)

 

 11.  Logistic Regression  

        11.1.  Linear Regression & Logistic Regression

 (File: http://people.ysu.edu/~gchang/class/s5817/A/07_A4_Regression.doc)

        11.2.  Logistic Regression: Marketing Discount Shopping Card 

(File: http://people.ysu.edu/~gchang/class/s5817/A/pLogistic_shoppingcard.htm)

(File: http://people.ysu.edu/~gchang/class/s5817/A/pLogistic_shoppingcard_more.htm)

        11.3.  Logistic Regression for Classification and Discriminant Analysis 

(File: http://people.ysu.edu/~gchang/class/s5817/A/pLogistic_placement.doc)

        11.4.  Logistic Regression - Alligators Food Source 

(File: http://people.ysu.edu/~gchang/class/s5817/A/P_MultinomialLogistic_Alligators.doc)

        11.5:  Reading article on Multinomial Logistic Regression

(File: http://jas.sagepub.com/content/40/1-2/29.full.pdf+html)

        11.6:  Multiple Regression (Linear and Logistic)

(File: http://people.ysu.edu/~gchang/class/s5817/A/p_MultipleRegression.doc)

 

 12.  Consulting Project - 2  

        12.1.  [Due -/-] Computer Vision Metrology 

(File: http://people.ysu.edu/~gchang/class/s5817/A/P_CalibrationOyster.doc)

 

 13.  Survival Analysis  

        13.1.  Survival of Colon Cancer 

(File: http://people.ysu.edu/~gchang/class/s5817/A/p_SurvivalAnalysis_Colon.doc)

 

 14.  Two-way ANOVA, Randomized Block Design  

        14.1.  Randomized Block Design Analysis 

(File: http://people.ysu.edu/~gchang/class/s5817/A/pRBDdogs.pdf)

        14.2.  Latin Square Design  (File: http://people.ysu.edu/~gchang/class/s5817/L/L5817_10_Latinsq.pdf)

 

15.  Term Project Description: http://people.ysu.edu/~gchang/class/s5817/A/TermPaper-2011.pdf

[Mid-term paper Due] [Final Paper Due –]