The Pew science news survey will be used in the context of modeling “BLAME” on a (somewhat haphazard) collection of other responses.

computer science

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Introduction

Please complete the following tasks regarding the data in R. Please generate a solution document in R markdown and upload the .Rmd document and a rendered .doc, .docx, or .pdf document. Please turn in your work on Canvas. Your solution document should have your answers to the questions and should display the requested plots. Also, please upload the .RData file you generate.

Question 1

The Pew science news survey will be used in the context of modeling “BLAME” on a (somewhat haphazard) collection of other responses. The interpretations of the variables are available in the codebook for the survey.

The “BLAME” variable is the selection made in response to the following question.

"Which of these do you think is the BIGGER problem when it comes to news about scientific research findings? [RANDOMIZE RESPONSE OPTIONS]

1 The way news reporters cover scientific research findings

2 The way science researchers publish or share their new research findings"

The interpretations of the remaining variables are available in the codebook for the survey. Many of the variables are have ordered categorical responses given by numbers with 3-5 categories and, in some cases, categories for declined responses. For the purposes of this model-building effort, these will be treated as numeric variables. Such variables as explanatory variables are often used as categorical variables.

After some data cleaning, the data set is restricted to complete cases. This limits generalization of the results to individuals who would provide responses to the selected variables.


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