Estimating Time with Different Music Playing ( Let's glimpse at the below data set ) MusicBg "yes", "no", "no", "yes", "yes", "yes", "yes", "yes", "no", "no", "yes", "yes", "no", "no", "no", ... Subject "subj1", "subj2", "subj3", "subj4", "subj5", "subj6", "subj7", "subj8", "subj9", "subj10", "subj11... Sex "m", "f", "f", "f", "m", "m", "f", "m", "m", "m", "f", "m", "f", "m", "m", "m", "f", "f", "f", "f"... TimeGuess 43, 18, 68, 26, 40, 47, 29, 38, 29, 41, 36, 23, 52, 48, 34, 40, 27, 21, 33, 48, 53, 28, 67, 49, 66... Music "control", "control", "control", "control", "control", "control", "control", "control", "control",... Accuracy 2, 27, 23, 19, 5, 2, 16, 7, 16, 4, 9, 22, 7, 3, 11, 5, 18, 24, 12, 3, 8, 17, 22, 4, 21, 5, 1, 2, 2...

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Estimating Time with Different Music Playing ( Let's glimpse at the below data set )

MusicBg <chr> "yes", "no", "no", "yes", "yes", "yes", "yes", "yes", "no", "no", "yes", "yes", "no", "no", "no", ...
Subject <chr> "subj1", "subj2", "subj3", "subj4", "subj5", "subj6", "subj7", "subj8", "subj9", "subj10", "subj11...
Sex <chr> "m", "f", "f", "f", "m", "m", "f", "m", "m", "m", "f", "m", "f", "m", "m", "m", "f", "f", "f", "f"...
TimeGuess <int> 43, 18, 68, 26, 40, 47, 29, 38, 29, 41, 36, 23, 52, 48, 34, 40, 27, 21, 33, 48, 53, 28, 67, 49, 66...
Music <chr> "control", "control", "control", "control", "control", "control", "control", "control", "control",...
Accuracy <int> 2, 27, 23, 19, 5, 2, 16, 7, 16, 4, 9, 22, 7, 3, 11, 5, 18, 24, 12, 3, 8, 17, 22, 4, 21, 5, 1, 2, 2...

Description : Estimates of 45 seconds with different music playing. Participants were asked to judge when 45 seconds had passed in silence (control), while listening to an upbeat song (Metropolis, by David Guetta and Nicky Romero), and while listening to a calm song (Bach's Das Wohltemperierte Klavier, Prelude in C Major). The order in which the three conditions were experienced was randomized for each participant. Time until subject guessed 45 seconds had elapsed (TimeGuess) and the magnitude of the difference from 45 (Accuracy) were recorded. (Oberlin College) A data set containing 60 observations on the following 6 variables.

MusicBg: Music playing in the background (no or yes)

Subject: Code for each subject (subj1 through subj20)

Sex: Subject's sex (f=female or m=male)

TimeGuess: Subject's time estimating 45 seconds (in seconds)

Music: Type of music (calm, control, or upbeat)

Accuracy: Absolute value of TimeGuess minus 45

 

1. Determine types of each variable For example, Sex = Categorical nominal variable and Accuracy = Numerical variable

MusicBg = ?,

Subject = ?,

TimeGuess = ?,

Music = ?,

 

2. What are the cases?

 

3. What could the response and the explanatory variables depending on your interest?

 

 

*** Note before your finish my questions ***

I already have a big picture of what I would answer on these questions. I realize that I feel really interested in Statistics! However, I have never written a paper in Statistics, so I wanted some genuine thoughts from experts here. I am not going to just copy your ideas since I am serious about learning.

These are not hard questions at all. By reading your ideas, I want to compare my thoughts with yours. I faster learn by comparing. This is going to be a rather fun one to answer. Share your thoughts, I will give you a thumb-up if I learn something I did not realize from your answers. Thanks!

 

4. What is your parameter of your interest in this data set?

 

5. What conclusion do you predict to have?

 

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