Métodos estatísticos recentes

Multiplas comparacoes de proporcoes em tabelas 2 x K
Multiplas comparacoes utilizando metodos de reamostragem.
estatistica Kappa com multiplos avaliadores.

Monte Carlo Inference for Logistic Regression
Exact Inference for Logistic Regression
Monte Carlo Inference for Poisson Regression
Logistic Regression with Random Effects
Logistic Regression Model with Missing Categorical Covariates.
Cox Regression with Time-Dependent Covariates
Firth’s Penalized Maximum Likelihood Method (PMLE).
Stratified Poisson Regression.
Concordance correlation coefficient
The Friedman Aligned Rank Test.

Métodos não-paramétricos exatos : Inferência estatistica utilizando modelos exatos para calculo de valor-p e/ou aproximações de valor-p exato via Métodos de Monte Carlo . Algoritmos eficientes para modelagem de dados utilizando regressão logistica exata.

Métodos estatísticos

Poisson Regression,
Negative Binomial Regression,
Zero-inflated Poisson Regression,
Zero-inflated Negative Binomial Regression,
Zero-truncated Poisson,
Zero-truncated Negative Binomial
Accelerated Life Testing
Analysis of Covariance
Analysis of Variance
Appraisal Models
Area Under the Curve
ARIMA / Box - Jenkins
Balanced Incomplete Block Designs
Bar Charts
Barlett Variance Test
Beta Distribution Fitting
Binary Diagnostic Tests
Bioequivalence tests
Bootstrap Confidence Intervals
Box Plots
Box-Behnken Designs
C, P, NP, U Charts (QC)
Canonical Correlation
Capability Analysis (QC)
Central Composite Designs
Chi-Square Test
Circular Data Analysis
Clustering - Hierarchical
Clustering - Kmeans
Comparative Histograms
Contingency Table Analysis
Correlated Proportions
Correlation Matrices
Correspondence Analysis
Cox Regression
Cross-Over Design Analysis
Cumulative Incidence Analysis
Curve Fitting: Built-In Models
Curve Fitting: Model Searching
Curve Fitting: Ratio of Polynomials
Curve Fitting: User-Specified Models
Cusum Chart (QC)
Data Matching - Optimal and Greedy
Descriptive Statistics
Discriminant Analysis
Distribution Regression
Dot Plots
Double Dendrograms
Equivalence Tests
Error Bar Charts
EWMA Chart (QC)
Exact Tests - Proportions
Exponential Smoothing
Extreme Value Fitting
Extreme Value Regression
Factor Analysis
Factorial Design Analysis
Farrington-Manning Proportions
Feedback Model - Real Estate Appraisal
Fisher's Exact Test
Forecasting
Fractional Factorial Designs
Freidman’s Test
Frequency Distributions
Gage R and R
Gamma Fitting
Gart-Nam Proportions
Geisser-Greenhouse Correction
General Linear Models
Greedy Data Matching
Harmonic Analysis
Hazard Functions/Rates
Histograms
Holt - Winters Forecasting
Hotelling’s T-Squared
Hybrid Appraisal Models
Individuals Chart (QC)
Item Analysis
Item Response Analysis
Kaplan-Meier Survival Analysis
Latin Square Designs
Levey-Jennings Chart
Life-Table Analysis
Linear Programming
Linear Regression Logistic Regression
Loglinear Models Lognormal Fitting
Lognormal Regression
Log-Rank Survival Tests
Longitudinal Mixed Models
MANOVA
Mann-Whitney Test
Mantel-Haenszel Test
Matched Case-Control
McNemar Test
Merging Two Databases
Meta-Analysis
Mixed Models
Moving Average Chart (QC)
Multidimensional Scaling
Multinomial Logistic Regression
Multiple Comparison Tests
Multiple Regression
Multiple Regression with Serial Corr.
Multivariate Analysis
Multi-Way Tables
Nondetects Analysis
Nondetects Regression
Nonlinear Regression
Nonparametric Tests
Normality Tests
Odds Ratio Analysis
One-Sample T-Tests
One-Way ANOVA
Optimal Data Matching
Orthogonal Regression
Paired T-Tests
Parametric Survival Regression
Pareto Chart (QC)
Percentile Plots
Pie Charts
Placket-Burman Designs
Plots of Means
Poisson Regression
Power Calculations
Principal Components Analysis
Principal Components Regression
Probit Analysis
Propensity Score Matching
Propensity Score Stratification
Proportion Tests
Proportional-Hazards Regression
Quality Control
R and R Study
Randomization Tests
Regression Analysis
Reliability Distribution Fitting
Repeated Measures ANOVA
Response Surface Designs
Response Surface Regression
Ridge Regression
Robust Regression
ROC Curves
Rose Plots
Sales Ratio Reports
Scatter Plots
Scatter Plot Matrices
Score Test - Proportions
Screening Designs
Seasonal Analysis
Simulator
Spearman's Correlations
Spectral Analysis
Stepwise Regression
Stratification of Data
Surface Plots
Survival Analysis
Tables of Means, Etc.
Taguchi Designs
Time Calculator
Time Series Analysis
Tolerance Intervals
Trend Analysis
Trimmed Means
T-Tests
T-Tests directly from Means and SD's
Two-Sample T-Tests
Variable Selection
Violin Plots
Weibull Fitting
Weibull Regression
Westgard Rules
Wilson’s Score - Proportions
Within-Subjects Design and Analysis
Wilcoxon Test
Xbar-R Chart (QC)
Wilcoxon Signed Rank.
Hodges-Lehmann Estimates
Permutation
McNemar
Marginal Homogeneity...
Wilcoxon Mann Whitney.
..Hodges-Lehmann Estimates
...Normal Scores...Savage Scores...
Siegel-Tukey...
Ansari-Bradley..
.Klotz...Mood...Conover...Permutation...

Logrank...
Wilcoxon-Gehan..
.Kolmogorov Smirnov...
Wald Wolfowitz Runs...

Friedman...
Kendall's W...
Cochran's Q..
.Median...Kruskal Wallis...
Normal Scores...Savage...
ANOVA with General Scores...
Jonckheere-Terpstra...
Linear-by-Linear Association...
Logrank (Peto & Peto)...
Wilcoxon-Gehan (Breslow)...
Trend (Tarone & Ware)...
Homogeneity of Relative Risk…
CI on Common Relative Risk…
Trend in C ordered Poisson rates…
Fisher's Exact Test…
Pearson's Chisquared Test…
Likelihood Ratio Test…
Barnards Test…
Test of NonInferiority…
Test of Equivalence..
McNemars Test
Homogeneity of OddsRatios…
Cochran-Armitage Trend Test..
.Permutation with general scores...
Trend Test for Clustered data...
Test for Interaction across strata..
.Kruskal-Wallis…
Normal Scores…
Savage Scores…
ANOVA with Arbitrary Scores…
JonckheereTerpstra...
Linear-by-linear Association…
Cohen's Kappa…
Weighted Kappa…

Reference interval
Analysis of Serial measurements with group comparison
Bland & Altman plot for method comparison
Mountain plot
Deming regression
Passing & Bablok regression
Concordance correlation coefficient
Receiver Operating Characteristics (ROC) curve analysis,
Comparison of ROC curves

Meta-Analise

Fixed effect and/or random effects models
Inverse variance,Mantel Haenszel, or
Peto weights
Meta regression
Publication bias: Funnel plots using precision or
standard error, Classic Fail-Safe N, Orwin’s Fail Safe N, Trim and Fill,
Rank correlation test, Regression test

Técnicas de Mineração de dados ( " Data Mining ")

Neural Networks
Independent Components Analysis
Standard Classification CHAID
Exhaustive Classification CHAID
General Classification CHAID
Standard Regression CHAID
Exhaustive Regression CHAID
General Regression CHAID
Generalized EM & k-Means Clustering
MARSplines (Multivariate Adaptive Regression Splines)

Cálculo de tamanho de amostra

Modelos de tamanho amostra para :

Means - 1 or 2 Groups
Means - Correlated or Paired
Means - Cross-Over Designs
Means - Many (ANOVA)
Survival Analysis
Variances
Confidence Intervals - SD/Variance
ROC Curves
Equivalence
Correlated proportions
Cross-over designs
Normality Tests
Confidence Intervals
Proportion - 1 Group
Equivalence tests
Inequality tests
Non-inferiority tests
One-stage design
Simon’s two-stage designs
Three-stage design

Proportions - 2 Groups
Cluster-randomization designs
Equivalence tests
Difference tests
Group sequential test
Inequality tests
Matched case/control
Non-inferiority tests

Proportions - Correlated or Paired
Equivalence tests
Inequality tests
Non-inferiority tests

Regression/Correlation
Cox regression
Cronbach’s alpha
Intraclass correlation
Kappa Test for Agreement Between Two Raters
Linear regression
Logistic regression-binary
Logistic regression-normal
Multiple regression
One correlation
Poisson regression
Two correlations

Non-Inferiority
Correlated proportions
Cross-over designs
One mean
One proportion
Two means
Two proportions
Paired means
Paired proportions

Group Sequential Tests
Alpha spending functions
Lan-DeMets approach
Mean tests
Proportion tests
Log-rank tests

Design of Experiments
Balanced Incomplete Block Designs
D-Optimal Designs
Design Generator
Fractional Factorial Designs
Latin Square Designs
Randomization Lists
Response Surface Designs
Screening Designs
Taguchi Designs
Two-Level Designs

Calculo de amostra para estudos genéticos de associação

environmental factors,
gene-environment (G×E) interaction,
gene-gene (G×G) interaction.

 

Quick Links