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SOLVED
CategoryProgramming
SubjectR | R Studio
DifficultyGraduate
StatusSolved
More InfoHomework Statistics
40991

Short Assignment Requirements

You should know how to treat an intervention group and a control groupThe sample has an intervention group a control groupdependent and independent variablesyou will place them in a meaningful way and run meaningful analysisAlso each figure generated should have description on interpretationIt should also be clear in your report on why your running each particular analysis what are you trying to find and what you did findalso after logistic regressions, you will have a sensitivity and specificity run for the model and interpret the findingsFor logistic regressions also be careful on how you're treating an intervention group vs control group ( intervention group should it be an independent variable here???)explain all the treatments and thorough analysis in the report in an organized and clear way,

Assignment Description

R programing deadline by 24hrs

 

Graduate level thinking and writing to be reflected Explore the sample data to the best possible extent  DEPENDENT VARIABLESTO BE- GRADUATE, GRADUATE STEM, RETENTION INDEPENDENTVARIABLES- all the rest of the spread sheet

 

 

See the sample data you will run all the associations, correlations, ANOVA, Chisquare, regressions for all the variables’ but just don’t limit to them you should run all the various possible analyses  to report and display on screen of your findings

 

FOR REGRESSION- RUN LOGISTIC REGRESSIONS

 

SINCE THE 3 DEPENDENT VARIABLES ARE DICHOTOMOUS..YOU WILL END UP

RUNNING 3 LOGISTIC REGRESSION

Graduate vs all  other independent variables

Graduate stem vs all other independent variables

Retention vs  other independent variables

 

You will explore data using various stastical methods to show patterns  After you find associations and correlations you will generate heat maps for those variables- Heat maps to be properly labeled with title and x-y axsis label

 

 

You will run all the statistical tools not just the above mentioned, but would try all You will also provide with word report on your general findings to specific findings in a report Your specific findings will accompany figures heat maps and others DOUBLE CHECK HOW THE NUMBERS TRANSLATE TO WHILE WRITING THE

REPORT (INSTANCE  1= INERVENTIO NGROUP , 2 IS CONTROL GROUP etc There are other places where translations apply, these are mentioned on the  Sample data sheet) ERRORS HERE WILL NOT BE ACCEPTED!

 

You will provide with error free code  properly labeled fig and x-y axis and visually appealing pics Easy to understand labels and headings

 

Also appropriate statistical language to be used in for your report on the major findings also all the patterns found in data along with graphical representation and statistical language where required…..

 

The way you will be tested is I will see how many possible key findings you will be able to locate you are free to run all possible testings and analysis on this data Apart from that mentioned..Be careful to use right statistical method depending on the type of data you have –ERROR HERE IS UNACCEPTABLE!

…as said patterns can also be a key finding

 

Explain each code line follow by a has tag Code file needs to be organized

 

 

 

 

 

 

 

 

 

 

 

IT WAS SAID INDEPENDENT AND DEPENDENT VARIABLE UNDERSTANDINGS WERE MESSED UP ALL THROUGH THE ANALYSIS....

 

DEPENDENT VARIABLESTO BE- GRADUATE, GRADUATE STEM, RETENTION

 

EFC CAN BE TAKEN OUT FROM ANALYSIS

 

FOR PELL THOSE WHO DIDN'T ANSWER AS YES SHOULD BE CONSIDERED AS

NO FOR ANALYSIS

 

MAKING THIS CHANGES RERUN ALL THE ANALYSIS...

 

FOR REGRESSION-IT WAS ALSO SAID TO RUN LOGISTIC REGRESSIONS instead

 

SINCE THE 3 DEPENDENT VARIABLES ARE DICHOTOMOUS..YOU WILL END UP

RUNNING 3 LOGISTIC

Graduate vs all  other independent variables graduate stem vs all other independent variables

Retention vs  other independent variables

 

 

 

 

I HAVE MADE CHANGES IN THE SAMPLE DATA FILE BASED ON COMMENTS

 

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