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set.seed(100) library(olsrr)library(stats)library(leaps)library(MASS)library(glmnet)library(corrplot)library(grpreg) #Read the csv filediabetes = read.csv(‘diabetes_dataset.csv’, header=TRUE, na.strings = “”) #Remove any potential trailing white space from column namesnames(diabetes)

Question 1: EDA and Full Model – 4 points For this question, use the trainData. Build a correlation matrix plot on the trainData dataset. Interpret it. (1 points) Fit a multiple linear regression with the variable ‘Target’ as the response and the other variables as predictors. Call it model1. Display the model summary. (2 points) What are the Mallow’s Cp, AIC, and BIC values for the full model (model1)? (1 points)

As a consequence, a punisher is a stimulus, event, or activity that:  

If effective, which of these is most clearly an example of positive punishment for a child hitting a sibling?  

______________ has been used to account for reduced effectiveness of punishers when introduced gradually.  

Why might response blocking sometimes function as a reinforcer for certain individuals? In your answer, consider the potential effects of attention, sensory input, or physical interaction during the blocking procedure.

A bond that has a “AAA” rating would have a __[x]____ coupon rate since its risk of default is __[y]____. (*2*) Hint: Remember the basic principle about risk and return.

BONUS #2: The coupon rate is best described as ________________. (1) 

Explain why a spontaneous speech sample is a necessary portion of a comprehensive phonetic-phonemic evaluation.

Match the following assessment procedure with the purpose: