StatFinale: Examples and Analysis
N0 Flow Chart for Procedure Selection
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N1 Single Sample (Data Analysis)
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N2 Single Sample (Rates & Proportions)
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N3 Two Samples (Independent)
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N4 One Sample, Related Two Measures
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N5 Multiple Samples (Independent)
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N6 Multiple Samples (Related)
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N7 Simple Linear/Multiple Correlation & Regression
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N8 Experimental Design & Analysis
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N9 Survival Analysis
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N 10 Epidemiological Analysis
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N 11 Diagnostic Procedures
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N0 Flow Chart for Procedure Selection
F1: Single Sample
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F2: Single Sample: Rates & Proportions
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F3: Two Samples: Independent Interval & Ordinal Scale Data
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F4: Two Samples: Independent Categorical Scale Data
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F5: One Sample: Related Two Measures Interval & Ordinal Scale Data
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F6: One Sample: Related Two Measures Categorical Scale Data
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F7: Multiple Samples (Independent)
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F8: Multiple Samples (Related)
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F9: Correlation & Regression: Simple Linear/Multiple
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N1 Single Sample (Data Analysis)
Interval Scale Data Analysis INFO
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Scatter Graph ScatterG
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Population Mean & Variance: Test & Estimation POP
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Assessment of Normality 1: Histogram (10 Classes) HIST
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Assessment of Normality 2: Kurtosis & Skewness INFO (above mentioned)
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Assessment of Normality 3: Goodness of Fit Test GOFNORM
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Assessment of Normality 4: Data Transformation TRANS
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Assessment of Normality 5: Log-Transformation HISTLOG
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Assessment of Normality 6: Kolmogorov-Smirnov Test KOLM
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Runs Test: Interval Scale RUN1
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Runs Test: Categorical Scale RUN2
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Up and Down Runs Test UPDOWN
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N2 Single Sample (Rates & Proportions)
Test & Confidence Interval for Population Proportion PROP1
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Chi-square Goodness of Fit Test GOFCHI
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Assessment of Normality 3: Goodness of Fit Test GOFNORM – N2
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Goodness of Fit Test for Poisson Distribution GOFPOIS
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Goodness of Fit Test for Binomial Distribution GOFBD
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N3 Two Samples (Independent)
z Test; Two-sample t Test; Test for Equal Variance ztTEST
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Mann-Whitney Test MANN
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Median Test: Tukey-type Tests MEDIAN – N3
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Comparison of Two Proportions PROP2
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Mann-Whitney Test (Tabulated Form) MANNW
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Chi-square Test; Fisher’s Exact Test CHI & FISHER
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Chi-Square Test (2 × 12 Contingency Table) CHI12
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(Cochran-) Armitage Test TREND
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Cumulative Chi-square Test (2 × 6 Contingency Table) CUCHI
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N5 Multiple Samples (Independent)
One-Way Analysis of Variance ANOVA1
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Kruskal-Wallis Test Dunn, Tukey-type, Newman-Keuls-type Tests KRUS
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Kruskal-Wallis Test (Tabulated Form) Dunn, Tukey-type, Newman-Keuls-type Tests KRUSW
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Median Test: Tukey-type Tests MEDIAN
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Chi-square Test (7 × 7 contingency table) CHIM
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N6 Multiple Samples (Related)
Two-Way Analysis of Variance without Replication Multiple Comparisons (Scheffe, Tukey, & Newman-Keuls) ANOVA2
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Single missing observation in a Two-Way Analysis of Variance without Replication ANOVA2s
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One-Way (Single-Factor) Repeated-Measures Analysis of Variance ANOVA1R
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One-Way (Single-Factor) Repeated-Measures ANOVA Multiple Comparisons (Scheffe, Tukey, & Newman-Keuls) ANOVA2R
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Friedman Test Tukey’s Multiple Comparisons, Scheffe-type Mltiple Contrasts FRIED
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Cochran’s Q Test Tukey’s Multiple Comparisons, Scheffe-type Mutiple Contrasts COCHQ
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N7 Simple Linear/Multiple Correlation & Regression
Simple Linear Regression & Correlation REG2a
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Pearson’s Correlation Coefficient, etc. REG2b
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Simple Linear Regression among 12 Groups REGm
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Kendall’s coefficient of rank correlation KEND
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Spearman’s Correlation Coefficient RANKsp
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Polynomial Regression POLY
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Multiple Regression MREG
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Discriminant Analysis DISCRIM
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Analysis of Covariance (12 Levels) ANCOVA
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Kendall’s Coefficient of Concordance KENDW
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Kendall’s Coefficient of Concordance W KENDW2
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N8 Experimental Design & Analysis
Random Number Generator (0-999; one-, two- and three-digit numbers) RAND1 & RAND2
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Estimation of Sample Size SAMP
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One-Way Analysis of Variance ANOVA1 – N8
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Two-Way Analysis of Variance without Replication Multiple Comparisons (Scheffe, Tukey, & Newman-Keuls) ANOVA2 – N8
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One-Way (Single-Factor) Repeated-Measures Analysis of Variance ANOVA1R – N8
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One-Way (Single-Factor) Repeated-Measures ANOVA Multiple Comparisons (Scheffe, Tukey, & Newman-Keuls) ANOVA2R – N8
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N9 Suvival Analysis
Data Transformation (Group/Observation Periods/Outcome) DATAtr1
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Data Transformation (SAS Survival Data) DATAtr2
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Five-Year Survival Rate SR5y
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Data Transformation for Actuarial Method LifeD
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Actuarial or Life Table Method (Two groups, 20 Sections) LifeSR
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Kaplan-Meier Survival Curve (3 Groups) KAPLAN
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Kaplan-Meier Survival Curve (5 Groups) KAPLANM
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Generalized Wilcoxon Test(Gehan) GW
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Log-rank Test LOGR
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Cox-Mantel Test COXmantel
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Mantel-Haenszel Test for Life Tables MANTEL
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Survival Analysis: G-W (Gehan), Logrank, Modified Logrank, Cox-Mantel Tests, Relative Risk with 95% CI SRTEST
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Cancer survival analysis based on the Boag model and its extensions Maetani Programs
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Estimation of Boag Parameters and Mean Survival BOAG
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Regression of Boag Parameters on Prognostic Variables GAMEL
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Estimation of Cox Regression Parameters (12 Variables) COX
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N 10 Epidemiological Analysis
Risk Ratio & Odds Ratio ODDS
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Stratified Mantel-Haenszel Test ODDS
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Meta-Analysis (2×2 Table) METAAN
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Meta-Analysis (Mean and SD, Correlation coefficients) METAAN2
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Logistic Regression (Simple) LOGIST
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Logistic Regression (Multiple) LOGIST2
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Bross Sequential Analysis BROSS
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