Question
### Problem 5: dlply + ldply For this problem we'll return to the `gapminder` data set from Lecture 10. ```{R} gapminder
### Problem 5: dlply + ldply
For this problem we'll return to the `gapminder` data set from Lecture 10.
```{R}
gapminder <- read.delim("https://www.colorado.edu/amath/sites/default/files/attached-files/gapminder_five.txt
")
gapminder
```
##### (a) Use `dlply` to produce a list of linear regression models, one for each country, regressing `gdpPercap` on `year`.
```{R}
#Edit here
```
##### (b) Use `ldply` on your list from part (a) to produce a data frame displaying for each country whether the coefficient of `year` was significant at the 0.05 level.Your output should be a two column data frame: the first column gives the country, and the second column displays a 0 if the coefficient of `year` was not significant, and a 1 if it was significant.
```{R}
#Edit here
```
##### (c)The following code produces a data frame giving the continent for each country.
```{R}
summary.continent <- ddply(gapminder, ~ country, summarize, continent = unique(continent))
```
Use the `merge` function to merge your data frame from part (b) with `summary.continent` to produce a data frame that shows both the slope significance indicator and also the continent.(See Lecture 10 notes for examples of how to do this.)
```{R}
#Edit here
```
##### (d) Using your data frame from part (c), produce a contingency table showing counts for each combination of slope significance and continent.
```{R}
#Edit here
```
##### (e) What do you observe in the table from part (d)?What does a non-significant slope (coefficient of year) suggest about a country's economic growth?
```
Replace this text with your answer.
```
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