## Acerca de este Curso

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100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
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Aprox. 10 horas para completar
Inglés (English)

Multivariate Time Series AnalysisMultivariate AnalysisMultivariate StatisticsPredictive Modelling
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Nivel intermedio
Aprox. 10 horas para completar
Inglés (English)

### ofrecido por Semana
1

## Semana 1

1 hora para completar

## Course Overview and Data Setup

1 hora para completar
2 videos (Total 13 minutos), 5 lecturas
2 videos
Demo: Exploring Ames Housing Data10m
5 lecturas
Learner Prerequisites1m
Access SAS Software for this Course10m
Follow These Instructions to Set Up Data for This Course (REQUIRED)30m
Completing Demos and Practices10m
Using Forums and Getting Help1m
3 horas para completar

## Introduction and Review of Concepts

3 horas para completar
17 videos (Total 41 minutos), 2 lecturas, 9 cuestionarios
17 videos
Statistical Modeling: Types of Variables1m
Overview of Models3m
Explanatory versus Predictive Modeling1m
Population Parameters and Sample Statistics1m
Normal (Gaussian) Distribution2m
Standard Error of the Mean51s
Confidence Intervals2m
Statistical Hypothesis Test4m
p-Value: Effect Size and Sample Size Influence3m
Scenario48s
Performing a t Test4m
Demo: Performing a One-Sample t Test Using PROC TTEST3m
Scenario1m
Assumptions for the Two-Sample t Test2m
Testing for Equal and Unequal Variances2m
Demo: Performing a Two-Sample t Test Using PROC TTEST4m
2 lecturas
Parameters and Statistics10m
Normal Distribution10m
9 ejercicios de práctica
Question 1.015m
Question 1.025m
Question 1.035m
Question 1.045m
Question 1.055m
Practice - Using PROC TTEST to Perform a One-Sample t Test20m
Question 1.065m
Practice - Using PROC TTEST to Compare Groups20m
Introduction and Review of Concepts30m
Semana
2

## Semana 2

4 horas para completar

## ANOVA and Regression

4 horas para completar
29 videos (Total 70 minutos), 2 lecturas, 14 cuestionarios
29 videos
Scenario58s
Identifying Associations in ANOVA with Box Plots1m
Demo: Exploring Associations Using PROC SGPLOT1m
Identifying Associations in Linear Regression with Scatter Plots1m
Demo: Exploring Associations Using PROC SGSCATTER2m
Scenario56s
The ANOVA Hypothesis1m
Partitioning Variability in ANOVA2m
Coefficient of Determination1m
F Statistic and Critical Values1m
The ANOVA Model2m
Demo: Performing a One-Way ANOVA Using PROC GLM6m
Scenario49s
Multiple Comparison Methods2m
Tukey's and Dunnett's Multiple Comparison Methods1m
Diffograms and Control Plots1m
Demo: Performing a Post Hoc Pairwise Comparison Using PROC GLM6m
Scenario53s
Using Correlation to Measure Relationships between Continuous Variables1m
Hypothesis Testing for a Correlation1m
Avoiding Common Errors When Interpreting Correlations5m
Demo: Producing Correlation Statistics and Scatter Plots Using PROC CORR6m
Scenario45s
The Simple Linear Regression Model1m
How SAS Performs Simple Linear Regression1m
Comparing the Regression Model to a Baseline Model2m
Hypothesis Testing and Assumptions for Linear Regression1m
Demo: Performing Simple Linear Regression Using PROC REG7m
2 lecturas
What Does a CLASS Statement Do?10m
Correlation Analysis and Model Building10m
14 ejercicios de práctica
Question 2.015m
Question 2.025m
Question 2.035m
Question 2.045m
Practice - Performing a One-Way ANOVA20m
Question 2.055m
Question 2.065m
Practice - Using PROC GLM to Perform Post Hoc Parwise Comparisons20m
Question 2.075m
Question 2.085m
Practice - Describing the Relationship between Continuous Variables20m
Question 2.095m
Practice - Using PROC REG to Fit a Simple Linear Regression Model20m
ANOVA and Regression30m
Semana
3

## Semana 3

2 horas para completar

## More Complex Linear Models

2 horas para completar
13 videos (Total 43 minutos), 1 lectura, 5 cuestionarios
13 videos
Scenario1m
Applying the Two-Way ANOVA Model3m
Demo: Performing a Two-Way ANOVA Using PROC GLM7m
Interactions3m
Demo: Performing a Two-Way ANOVA With an Interaction Using PROC GLM5m
Demo: Performing Post-Processing Analysis Using PROC PLM4m
Scenario44s
The Multiple Linear Regression Model2m
Hypothesis Testing for Multiple Regression1m
Multiple Linear Regression versus Simple Linear Regression2m
Demo: Fitting a Multiple Linear Regression Model Using PROC REG7m
1 lectura
The STORE Statement10m
5 ejercicios de práctica
Question 3.015m
Practice - Performing a Two-Way ANOVA Using PROC GLM20m
Question 3.025m
Practice - Performing Multiple Regression Using PROC REG20m
More Complex Linear Models30m

## Acerca de Certificado profesional de Analista de negocios de estadísticas de SAS ## Preguntas Frecuentes

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