Comprehensive SAS Predictive Modeling : Hands-On Training

Course

Online

£ 10 + VAT

Description

  • Type

    Course

  • Methodology

    Online

  • Start date

    Different dates available

This course covers a range of introductory statistical topics and uses SAS software to carry out analysis. Emphasis placed on the interpretation of the results. It covers the skills required to assemble analysis flow diagrams using the rich tool set and predictive modeling. Ready-to-use procedures handle a wide range of statistical techniques.Learn how togenerate descriptive statistics and explore data with graphs
perform linear regression and assess the assumptions
use diagnostic statistics to identify potential outliers in multiple regression
fit a multiple logistic regression model
modify data for better analysis results
build and understand predictive models such as regression models
compare and explain complex models generate and use score code
learn how to predict for future through time series analysis
learn classification techniques using cluster analysis
learn dimension reduction using factor analysis

Facilities

Location

Start date

Online

Start date

Different dates availableEnrolment now open

About this course

Mean Median Mode
Measures of variance
probability
Binomial Distribution
Poisson Distribution
normal distribution
Sampling distribution
Hypothesis Testing
One Sample T-Test
Two Sample T-Test
chi-square test
ANOVA
Multiple Regression
Logistic Regression
Time Series
ARIMA Modeling
Cluster Analysis
Factor Analysis

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Reviews

This centre's achievements

2021

All courses are up to date

The average rating is higher than 3.7

More than 50 reviews in the last 12 months

This centre has featured on Emagister for 4 years

Subjects

  • Probability
  • Statistics

Course programme

Introduction 3 lectures 14:27 Introduction to statistics preview Course Curriculum preview Meet Your Instructor preview Introduction 3 lectures 14:27 Introduction to statistics preview Course Curriculum preview Meet Your Instructor preview Introduction to statistics preview Introduction to statistics preview Introduction to statistics preview Introduction to statistics preview Course Curriculum preview Course Curriculum preview Course Curriculum preview Course Curriculum preview Meet Your Instructor preview Meet Your Instructor preview Meet Your Instructor preview Meet Your Instructor preview All Data Sets and CODE files 1 lecture 00:00 Downloadable all Data Sets and Code files All Data Sets and CODE files 1 lecture 00:00 Downloadable all Data Sets and Code files Downloadable all Data Sets and Code files Downloadable all Data Sets and Code files Downloadable all Data Sets and Code files Downloadable all Data Sets and Code files Central Tendency Dispersion 3 lectures 22:00 Central Tendency Measures of Variance Practical for central tendency preview Central Tendency Dispersion 3 lectures 22:00 Central Tendency Measures of Variance Practical for central tendency preview Central Tendency Central Tendency Central Tendency Central Tendency Measures of Variance Measures of Variance Measures of Variance Measures of Variance Practical for central tendency preview Practical for central tendency preview Practical for central tendency preview Practical for central tendency preview Probability distribution in discrete random variable 4 lectures 28:39 Discrete random variable Binomial Distribution Poisson Distribution Hypergeometric distribution Probability distribution in discrete random variable 4 lectures 28:39 Discrete random variable Binomial Distribution Poisson Distribution Hypergeometric distribution Discrete random variable Discrete random variable Discrete random variable Discrete random variable Binomial Distribution Binomial Distribution Binomial Distribution Binomial Distribution Poisson Distribution Poisson Distribution Poisson Distribution Poisson Distribution Hypergeometric distribution Hypergeometric distribution Hypergeometric distribution Hypergeometric distribution Probability Distribution in Continuous random Variable 3 lectures 21:35 Normal Distribution Exponential Distribution Normality Practical Probability Distribution in Continuous random Variable 3 lectures 21:35 Normal Distribution Exponential Distribution Normality Practical Normal Distribution Normal Distribution Normal Distribution Normal Distribution Exponential Distribution Exponential Distribution Exponential Distribution Exponential Distribution Normality Practical Normality Practical Normality Practical Normality Practical Sampling & its Techniques 3 lectures 22:34 Sampling Sampling Distribution Sampling Practical Sampling & its Techniques 3 lectures 22:34 Sampling Sampling Distribution Sampling Practical Sampling Sampling Sampling Sampling Sampling Distribution Sampling Distribution Sampling Distribution Sampling Distribution Sampling Practical Sampling Practical Sampling Practical Sampling Practical Test of Hypothesis 7 lectures 53:59 Concept of Hypothesis test - 1 Concept of Hypothesis test - 2 Hypothesis test for mean One Sample t- test Practical Two Sample t-test Practical Concept of Chi - Square distribution Chi-Square Distribution Practical Test of Hypothesis ession Logistic Regression Logistic Regression Case Study of Logistic Regression Case Study of Logistic Regression Case Study of Logistic Regression Case Study of Logistic Regression Logistic Regression Practical - part - 1 Logistic Regression Practical - part - 1 Logistic Regression Practical - part - 1 Logistic Regression Practical - part - 1 Logistic Regression Practical Session - 2 Logistic Regression Practical Session - 2 Logistic Regression Practical Session - 2 Logistic Regression Practical Session - 2 Logistic Regression Practical Session - 3 Logistic Regression Practical Session - 3 Logistic Regression Practical Session - 3 Logistic Regression Practical Session - 3 Logistic Regression Practical Session - 4 Logistic Regression Practical Session - 4 Logistic Regression Practical Session - 4 Logistic Regression Practical Session - 4 Time Series Analysis 5 lectures 45:06 Components of Time Series ARIMA Modelling Case Study Of Time Series Time series Practical - Part - 1 Time series Practical - Part - 2 Time Series Analysis 5 lectures 45:06 Components of Time Series ARIMA...

Additional information

Basic knowledge of computer is sufficient for this course

Comprehensive SAS Predictive Modeling : Hands-On Training

£ 10 + VAT