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file manager, and provides functions to help you read and write code. RStudio is an IDE for R. + + + numeric + A data type representing a real decimal number or integer. + + + object + A word that identifies and stores the value of some data for later use. + + + panes + RStudio is arranged with four window "panes". + + + diff --git a/docs/02-stroop.md b/docs/02-stroop.md index bbdabf8..88f4f93 100644 --- a/docs/02-stroop.md +++ b/docs/02-stroop.md @@ -204,7 +204,7 @@ library(cowsay) ``` ``` -## Warning: package 'cowsay' was built under R version 4.3.1 +## Warning: package 'cowsay' was built under R version 4.3.3 ``` You'll see `library(cowsay)` appear in the console. There's no warning messages or errors so it looks like it has loaded successfully. diff --git a/docs/09-big5.md b/docs/09-big5.md index b2671c1..ee3c95e 100644 --- a/docs/09-big5.md +++ b/docs/09-big5.md @@ -30,14 +30,14 @@ For the next set of chapters we're going to use data from the most popular model
    1. The trait 'Agreeableness' in the Big Five personality model refers to: -
    +

    2. In the context of the Big Five Personality model, which trait might be associated with a person who is diligent, efficient, and follows a schedule? -
    +

    @@ -51,7 +51,7 @@ For the next set of chapters we're going to use data from the most popular model
    5. Which of these traits in the Big Five Personality model is most closely associated with creativity and a preference for novelty? -
    +
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Street character a runner was dressed as: +* Temperature of a runner dressed in a cookie monster outfit (in degrees Celsius): ## Probability distributions @@ -131,9 +131,9 @@ As with any probabilities, real-world data will come close to the normal distrib Complete the sentences so that they are correct. -* In a normal distribution, the mean, median, and mode . -* In a normal distribution, the further away from the mean an observation is . -* Whereas the binomial distribution is based on situations in which there are two possible outcomes, the normal distribution is based on situations in which the data . +* In a normal distribution, the mean, median, and mode . +* In a normal distribution, the further away from the mean an observation is . +* Whereas the binomial distribution is based on situations in which there are two possible outcomes, the normal distribution is based on situations in which the data . ## Activity 4: Distribution test diff --git 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Don't worry if it's different to our example. Run the code again. How many heads did you get this time? How many do you get on each turn if you run the code five more times? @@ -53,7 +53,7 @@ sample(x = 0:1, size = 4, replace = TRUE) ``` ``` -## [1] 1 0 1 1 +## [1] 1 0 1 0 ``` ## Activity 3: `sum()` @@ -70,7 +70,7 @@ sample(x = 0:1, size = 4, replace = TRUE) %>% sum() ``` ``` -## [1] 3 +## [1] 1 ``` Run this function multiple times (you can use the green markdown play arrow at the top right of the code chunk to make this easy). In our simulation of five sets of four flips we got 1, 3, 2, 2, and 3 heads. So in only one out of the five simulations did we get exactly one heads, i.e., a proportion of .2 or 20% of the time. @@ -90,7 +90,7 @@ replicate(n = 20, expr = sample(0:1, 4, TRUE) %>% sum()) ``` ``` -## [1] 2 2 2 2 3 1 1 3 1 3 2 2 2 3 4 2 3 1 1 1 +## [1] 2 2 0 2 3 1 2 2 1 2 1 2 1 4 1 2 2 3 2 1 ``` @@ -110,8 +110,8 @@ heads50 ``` ``` -## [1] 3 3 3 4 1 1 3 2 1 1 0 1 2 2 2 1 3 1 2 1 4 1 1 0 3 1 2 3 2 3 1 2 1 3 2 1 3 2 -## [39] 2 1 1 2 3 2 1 2 3 1 2 2 +## [1] 0 2 2 1 2 3 2 1 2 3 4 3 3 2 2 4 2 1 3 3 2 2 2 0 4 0 2 0 4 4 2 2 4 2 3 2 4 3 +## [39] 3 1 2 2 1 3 3 2 1 1 2 2 ``` ## Activity 6: probability @@ -129,11 +129,11 @@ data50 <- tibble(heads = heads50) %>% # convert to a table | heads| n| p| |-----:|--:|----:| -| 0| 2| 0.04| -| 1| 18| 0.36| -| 2| 16| 0.32| -| 3| 12| 0.24| -| 4| 2| 0.04| +| 0| 4| 0.08| +| 1| 7| 0.14| +| 2| 21| 0.42| +| 3| 11| 0.22| +| 4| 7| 0.14| Your numbers may be slightly different to the ones presented in this book - remember that by default, each time you run a simulation, you will get a different random sample. @@ -213,7 +213,7 @@ data10K %>% | p2| |------:| -| 0.6872| +| 0.6896| @@ -245,8 +245,8 @@ sd(normal) ``` ``` -## [1] 10.08731 -## [1] 2.427028 +## [1] 10.11161 +## [1] 2.224537 ``` Finally, you can visualise your data with a density plot. 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