Statistics using RTimed Assignment.Rmd (had to upload as a zip file as .Rmd file is not accepted) is the assignment that is required to be completed. It has 7 questions. It must be done in R-markdown, to be knitted into a word file.The dataset can be accessed through this link: http://www.worldvaluessurvey.org/WVSEVSjoint2017.j…The data should be further down on this page, under “data download” along with all the other documentation you might needThe Question wise breakdown file lists the instructions required to complete each question. The questions are also attached below:Q1 (8/60)You are a researcher who is trying to derive a single latent variable which captures the opinion people hold with regards to qualities that children should be encouraged to learn at home.You also want to understand whether this latent variable has the same meaning (content) in different countries.Pick one European country (Germany) and one African Country (Nigeria) to run this comparative analysis and comment on your findings.Q2 (3/60)What is the country level correlation between the percentage of people who are feeling very happy and the percentage of people who feel they have a great deal of free choice and control over their lives (scores 8 or above)?Show this using an appropriate graph.Q3 (12/60)You are a researcher who is trying to explain the determinants of voter turnout in elections at the national lever.Pick two different countries from two different continents (Germany and Nigeria) and run an appropriate multivariate analysis using the same set of variables for these countries.On top of AGE and GENDER, pick three more variables of your choice which you think make theoretical sense. Present outputs of all three models on a single table.(hint: Stargazer)Provide a comparative discussion of all the important output components of your models. Plot marginal effects plot for the significant variables.Use 5-fold cross validation to find the correctly predicted ratios.Q4 (3/60)One of your friends have this claim:On average, single/never married people are happier than married people in Greece but it is the other way around in Turkey.Provide an appropriate graph to have a quick look at how valid your friend’s claim is.Q5 (10/60)You would like to understand the determinants of self-positioning in the left-right political scale.You are somehow convinced that a 10-point Likert scale can be treated as a continuous variable.Pick two different countries from two different continents (Germany and Nigeria) and run multivariate analysis using the same set of variables for these countries.On top of AGE and GENDER, choose three more variables which you think make theoretical sense.Present your outputs of BOTH models on a SINGLE table.(hint: Stargazer)Provide a comparative discussion of all the important output components of your models and the post estimation diagnostic plots.Q6 (12/60)Pick a European country.Derive a social liberalism variable using questions (F118-F123 and F132), and call this ‘soc.lib'(how? probably using a dimensionality reduction method)Similarly, create an institutional confidence variable (Questions that begin with E069) and call this ‘inst.conf’.Then construct a two-dimensional scatterplot to visualize the distribution of these two variables.Run a cluster analysis on this scatterplot. For this purpose, first determine the optimal number of clusters using the ELBOW METHOD. Then using this “k”, identify and visualise the clusters using K-Means clustering.What do you observe?Q7 (12/60)You are trying to understand the determinants of party choice in Turkey and you think a multinominal model is the best methodology. You look at the data and decide not to include ‘Other’ and ‘Felicity Party’ in your analysis as they were picked by less than 1% of the respondents.On top of AGE and GENDER, choose three more variables which you think make theoretical sense.Provide a discussion of all the important output components of your model.How does the likelyhood of voting for the Justice and Development change with AGE?Provide a graph to answer this question.Is this relationship different for males and females?Thanks
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