Curriculum For This Course

Free cloud-based SAS software option for learning: SAS OnDemand for Academics

4Lectures

Time 00:23:00

Analysis of Variance (ANOVA)

18Lectures

Time 01:59:00

Prepare Inputs Vars for predictive Modeling

14Lectures

Time 02:01:00

Linear Regression Analysis

17Lectures

Time 02:54:00

Logistic Regression Analysis

18Lectures

Time 02:16:00

Measure of Model Performance

16Lectures

Time 02:10:00

Free cloud-based SAS software option for learning: SAS OnDemand for Academics
	1. Create a SAS account to access SAS ondemand for Academics	3:00
	2. Upload course data files and SAS programs into SAS ondemand for academics	6:00
	3. change file path/directory in SAS ondemand for academics	7:00
	4. examples: update and run SAS programs in SAS ondemand for academics	7:00

Analysis of Variance (ANOVA)
	1. ANOVA 0. Using TTEST to compare means	10:00
	2. Using Proc Univariate to Test the Normality Assumption Using the K-S Test	3:00
	3. ANOVA 1. One-factor ANOVA model and Test Statistic in PowerPoint Presentation	10:00
	4. ANOVA 2. The GLM Procedure for Investigating Mean Differences	7:00
	5. ANOVA 3. generate Predicted Values & Residuals Use OUTPUT Statement in Proc GLM	4:00
	6. ANOVA 4. Measures of fit: output explanation of one-way ANOVA	4:00
	7. ANOVA 5. The Normality Assumption and the PLOTS Option in Proc GLM	3:00
	8. ANOVA 6. Levene’s Test for Equal Variances and the MEANS Statement in Proc GLM	4:00
	9. ANOVA 7. Post Hoc Tests: The Tukey-Kramer Procedure and the MEANS Statement	12:00
	10. ANOVA 8. Other Post Hoc Procedures, the LSMEANS Statement, and the Diffogram	10:00
	11. ANOVA 9. the Randomized Block Design with example and Interpretation	16:00
	12. ANOVA 10. Randomized block design: Post Hoc Tests Using the LSMEANS Statement	3:00
	13. ANOVA 11. Assess Assumptions of a Randomized Block Design Using the PLOTS Option	3:00
	14. ANOVA 12. Unbalanced Designs, the LSMEANS Statement and Type III Sums of Squares	5:00
	15. ANOVA 13. Two factor ANOVA: overview in PowerPoint Presentation	8:00
	16. ANOVA 14. Example and Interpretation of the Two-Factor ANOVA	11:00
	17. ANOVA 15. Analyze Simple Effects When Interaction Exists Use LSMEANS with Slice	3:00
	18. ANOVA 16. Assessing the Assumptions of a Two-Factor Analysis of Variance	3:00

Prepare Inputs Vars for predictive Modeling
	1. Prepare Inputs Vars_1. Chapter Overview	6:00
	2. Prepare Inputs Vars_2. Missing values and imputation	13:00
	3. Prepare Inputs Vars_3.Categorical Input Variable_1.Knowledge points	5:00
	4. Prepare Inputs Vars_3. Categorical Input Variables_2. Proc freq and Proc Means	7:00
	5. Prepare Inputs Vars_3. Categorical Input Variables_3. Proc Cluster	8:00
	6. Prepare Inputs Vars_3. Categorical Input Variables_4. Cut off point	6:00
	7. Prepare Inputs Vars_3. Categorical Input Variables_5. cluster var	10:00
	8. Prepare Inputs Vars_4. Variable Cluster_1. Slides on VARCLUS for redundancy	11:00
	9. Prepare Inputs Vars_4. Variable Cluster_2. Proc VARCLUS for reduce redundancy	19:00
	10. Prepare Inputs Vars_5. Variable Screening_1. Overview on Knowledge Points	5:00
	11. Prepare Inputs Vars_5. Variable Screening_2. Proc CORR detect Association_Part A	8:00
	12. Prepare Inputs Vars_5. Variable Screening_3. Proc CORR detect Association_Part B	6:00
	13. Prepare Inputs Vars_5. Variable Screening_4. Proc CORR detect Association_Part C	7:00
	14. Prepare Inputs Vars_5. Variable Screening_5. Empirical Logit detect Non-Linear	10:00

Linear Regression Analysis
	1. Exploring the Relationship between Two Continuous Variables using Scatter Plots	10:00
	2. Producing Correlation Coefficients Using the CORR Procedure	15:00
	3. Multiple Linear Regression: fit multiple regression with Proc REG	10:00
	4. Multiple Linear Regression: Measures of fit	6:00
	5. Multiple Linear Regression: Quantifying the Relative Impact of a Predictor	3:00
	6. Multiple Linear Regression: Check Collinearity Using VIF, COLLIN, and COLLINOINT	11:00
	7. fit simple linear regression with Proc GLM	15:00
	8. Multiple Linear Reg: Var Selection With Proc REG:all possible subset: adjust R2	12:00
	9. Multiple Linear Reg: Var Selection With Proc REG:all possible subset: Mallows Cp	6:00
	10. Multiple Linear Regression:Variable Selection With Proc REG:Backward Elimination	8:00
	11. Multiple Linear Regression:Variable Selection With Proc REG: Forward selection	9:00
	12. Multiple Linear Regression:Variable Selection With Proc REG: Stepwise selection	4:00
	13. Multiple Linear Regression:Variable Selection With Proc GLMSELECT	15:00
	14. Multiple Linear Regression: PowerPoint Slides on regression assumptions	8:00
	15. Multiple Linear Regression: regression assumptions	13:00
	16. Multiple Linear Regression: PowerPoint Slides on influential observations	11:00
	17. Multiple Linear Regression: Using statistics to identify influential observation	18:00

Logistic Regression Analysis
	1. Logistic Regression Analysis: Overview	10:00
	2. logistic regression with a continuous numeric predictor Part 1	5:00
	3. logistic regression with a continuous numeric predictor Part 2	15:00
	4. Plots for Probabilities of an Event	5:00
	5. Plots of the Odds Ratio	6:00
	6. logistic regression with a categorical predictor: Effect Coding Parameterization	10:00
	7. logistic reg with categorical predictor: Reference Cell Coding Parameterization	5:00
	8. Multiple Logistic Regression: full model SELECTION=NONE	8:00
	9. Multiple Logistic Regression: Backward Elimination	8:00
	10. Multiple Logistic Regression: Forward Selection	6:00
	11. Multiple Logistic Regression: Stepwise Selection	7:00
	12. Multiple Logistic Regression: Customized Options	12:00
	13. Multiple Logistic Regression: Best Subset Selection	5:00
	14. Multiple Logistic Regression: model interaction	14:00
	15. Multiple Logistic Reg: Scoring New Data: SCORE Statement with PROC LOGISTIC	6:00
	16. Multiple Logistic Reg: Scoring New Data: Using the PLM Procedure	5:00
	17. Multiple Logistic Reg: Scoring New Data: the CODE Statement within PROC LOGISTIC	4:00
	18. Multiple Logistic Reg: Score New Data: OUTMODEL & INMODEL Options with Logistic	5:00

Measure of Model Performance
	1. Measure of Model Performance: Overview	10:00
	2. PROC SURVEYSELECT for Creating Training and Validation Data Sets	10:00
	3. Measures of Performance Using the Classification Table: PowerPoint Presentation	7:00
	4. Using The CTABLE Option in Proc Logistic for Producing Classification Results	10:00
	5. Assessing the Performance & Generalizability of a Classifier: PowerPoint slides	4:00
	6. The Effect of Cutoff Values on Sensitivity and Specificity Estimates	11:00
	7. Measure of Performance Using the Receiver-Operator-Characteristic (ROC) Curve	7:00
	8. Model Comparison Using the ROC and ROCCONTRAST Statements	5:00
	9. Measures of Performance Using the Gains Charts	11:00
	10. Measures of Performance Using the Lift Charts	4:00
	11. Adjust for Oversample: PEVENT Option for Priors & Manually adjust Classification	16:00
	12. Manually Adjusting Posterior Probabilities to Account for Oversampling	5:00
	13. Manually Adjusted Intercept Using the Offset to account for oversampling	7:00
	14. Automatically Adjusted Posterior Probabilities to Account for Oversampling	6:00
	15. Decision Theory: Decision Cutoffs and Expected Profits for Model Selection	12:00
	16. Decision Theory: Using Estimated Posterior Probabilities to Determine Cutoffs	5:00

Pass SAS Institute A00-240 Exam in First Attempt Guaranteed!

Get 100% Latest Exam Questions, Accurate & Verified Answers!
30 Days Free Updates, Instant Download!

$7.00

$62.98 ~~$69.98~~

A00-240 Premium Bundle

Premium File 98 Questions & Answers. Last update: Dec 01, 2024
Training Course 87 Lectures
Study Guide 895 Pages

Still Not Convinced?

Download 25 Sample Questions that you WILL see in your SAS Institute A00-240 exam.

Download 25 Free Questions

Guarantee your success by buying the full version which covers the full latest pool of questions.
(98 Questions, Last Updated on Dec 01, 2024)

Free A00-240 Exam Questions & SAS Institute A00-240 Dumps
Sas institute.prep4sure.a00-240.v2024-10-25.by.victoria.60q.ete	Size: 1.7 MB Downloads: 45
Sas institute.passguide.a00-240.v2020-02-05.by.hannah.59q.ete	Size: 2.25 MB Downloads: 1776
Sas institute.actualtests.a00-240.v2019-12-18.by.liam.39q.ete	Size: 1.18 MB Downloads: 1826
Sas institute.lead2pass.a00-240.v2019-04-05.by.andres.65q.ete	Size: 2.15 MB Downloads: 2108

Student Feedback

4.5

Good

47%

53 %

Add Comments

Name:^*

E-mail:^*

Comment:^* Comment will be moderated and published within 1-4 hours

Verification:^*

Type the characters from the picture.

Rate Course:^*

Only Premium Members Can Access This Section!

Get Premium Membership

$0.00

Early Access to Exam Updates
Special Premium Discounted Offers On All Future Purchases
Access Over 300 Video Courses Special Section in Member Area
Valid for 12 Months!

Only Registered Members
Can View Online Video Courses

Please fill out your email address below in order to view Online Courses.. Registration is Free and Easy, You Simply need to provide an email address.

Trusted By 1.2M IT Certification Candidates Every Month
Hundreds Hours of Videos
Instant download After Registration

Email Address:

A confirmation link will be sent to this email address to verify your login. Already Member? Click to Login

Log into your Prepaway Account

Please Log In to view Online Course

E-mail:^*

Password:^*

Registration is free and easy - just provide your E-mail address.
Click Here to Register

Limited Time Discount Offer
10% Off - Ends in 02:00:00

A00-240: SAS Statistical Business Analysis Using SAS 9: Regression and Modeling

Curriculum For This Course

Pass SAS Institute A00-240 Exam in First Attempt Guaranteed!

Get 100% Latest Exam Questions, Accurate & Verified Answers!
30 Days Free Updates, Instant Download!

A00-240 Premium Bundle

Free A00-240 Exam Questions & SAS Institute A00-240 Dumps

Student Feedback

Add Comments

Limited Time Discount Offer 10% Off - Ends in 02:00:00

A00-240: SAS Statistical Business Analysis Using SAS 9: Regression and Modeling

Curriculum For This Course

Pass SAS Institute A00-240 Exam in First Attempt Guaranteed!

Get 100% Latest Exam Questions, Accurate & Verified Answers!30 Days Free Updates, Instant Download!

A00-240 Premium Bundle

Free A00-240 Exam Questions & SAS Institute A00-240 Dumps

Student Feedback

Add Comments

Get Premium Membership

Limited Time Discount Offer
10% Off - Ends in 02:00:00

Get 100% Latest Exam Questions, Accurate & Verified Answers!
30 Days Free Updates, Instant Download!