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final update
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avakiai committed Feb 9, 2022
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30 changes: 30 additions & 0 deletions course_book/experimentation/finalization/Experiment Order
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Experiment Order

* Welcome screen
* Consent form
- Methods
* Sex
* Age
* GSI Questionnaire: subscales for Musical Training and Perceptual Abilities
* Instructions
* [Working Memory Instructions]
* [Working Memory Recall & Feedback Practice]
- Note: Success = 5 or more letters correct, i.e. at least half. If
participant fails 1st practice, they are given a second practice
consonant sequence. After 2nd try, whatever their result the experiment
continues.
----- Genre/Block Loop (x2)
| --- Explicit Information/Trial Loop (x3)
| |* Prestige Text
| |* [Working Memory Probe]
| |* Play Music Stimuli
| |* Liking Ratings (x4)
| |* Open-text Response (x2)
| |* [Working Memory Recall]
| |* [Working Memory Confidence]
|--
| - Trial Loop Notes: The 1st trial is always "baseline" text.
| The 2nd and 3rd trials are counterbalanced "low" & "high" text.
|* Final Evaluation (x3)
|* Knew Piece Evaluation
-----
57 changes: 56 additions & 1 deletion course_book/experimentation/finalization/data_viz_ws.Rmd
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Expand Up @@ -9,7 +9,62 @@ Our aim in this session is to visualize some data in order to:
2. learn how to build a `ggplot` and the logic of the `grammar of graphics`
3. play with color

We'll use the `mpg` dataset from the `tidyverse` library.
```{r}
mtcars
library(tidyverse)
mpg
```



```{r}
w = 7
h = 5
ggplot(data = mpg, mapping = aes(x = displ, y = hwy, color = class)) +
geom_point() +
geom_smooth(mapping = aes(group = 1)) +
scale_x_continuous(limits = c(1,7), breaks = c(1, 3, 5, 7)) +
scale_y_continuous(limits = c(10,50), breaks = c(10, 20, 30, 40, 50)) +
scale_color_brewer(palette = "Paired", name = "type of car") +
labs(x = "engine displacement (litres)",
y = "highway miles per gallon",
title = "Fuel efficiency is affected by engine displacement*",
caption = "*Engine displacement (l) is a measure of engine size. \n Larger cars (e.g. subcompacts and SUVs) are less fuel efficient \n than smaller cars (e.g. compact and midsize cars).") +
theme_bw() #+
#guides(color = "none")
p
ggsave(filename = "fuel_efficiency.png", plot = p, width = w, height = h)
```












```{r}
ggplot(mpg, aes(displ, hwy)) +
geom_point(aes(color = class)) +
geom_smooth(se = FALSE) +
labs(title = "Fuel efficiency generally decreases with engine size",
x = "engine dispalcement (L)",
y = "Highway mpg") +
theme_bw()
```

#----
Plot mtcars as per
https://r4ds.had.co.nz/data-visualisation.html




32 changes: 32 additions & 0 deletions course_book/experimentation/finalization/experiment_order.md
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## Experiment Order

* Welcome screen
* Consent form
- Methods
* Sex
* Age
* GSI Questionnaire: subscales for Musical Training and Perceptual Abilities
* Instructions
* [Working Memory Instructions]
* [Working Memory Recall & Feedback Practice]
- Note: Success = 5 or more letters correct, i.e. at least half. If
participant fails 1st practice, they are given a second practice
consonant sequence. After 2nd try, whatever their result the experiment
continues.
----- Genre/Block Loop (x2)
| --- Explicit Information/Trial Loop (x3)
| |* Prestige Text
| |* [Working Memory Probe]
| |* Play Music Stimuli
| |* Liking Ratings (x4)
| |* Open-text Response (x2)
| |* [Working Memory Recall]
| |* [Working Memory Confidence]
|--
| - Trial Loop Notes: The 1st trial is always "baseline" text.
| The 2nd and 3rd trials are counterbalanced "low" & "high" text.
|* Final Evaluation (x3)
|* Knew Piece Evaluation
-----

[Experiment elements in brackets were presented only to Working Memory participants.]
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2 changes: 1 addition & 1 deletion course_book/experimentation/finalization/landing.md
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Expand Up @@ -12,4 +12,4 @@ The module will therefore feature the following components:
* [Data Visualization](https://avakiai.com/expra_winter2021-2022/experimentation/finalization/data_viz.html)
* Preparing a Scientific Poster
* Preparing a Report & Open Materials
* Scientific Communication
* [Science Communication](https://avakiai.com/expra_winter2021-2022/lectures/workshops.html#scientific-outreach-communication)
12 changes: 3 additions & 9 deletions course_book/lectures/workshops.md
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Expand Up @@ -17,14 +17,8 @@ Slides:

<iframe src="https://docs.google.com/presentation/d/e/2PACX-1vQGXXmMGpRNbWkh8GvJZyxa4vcE8DgJQI5f1ZICDUKN0uaVwPYZ1ZxFbwherYGW-LxtiuYbpUNmKy39/embed?start=false&loop=false&delayms=3000" frameborder="0" width="480" height="299" style="border: 1px solid #464646;" allowfullscreen="true" mozallowfullscreen="true" webkitallowfullscreen="true"></iframe>

#### Data Visualization Workshop

Slides: Coming soon!

#### Scientific Poster Workshop

Slides: Coming soon!

#### Scientific Outreach & Communication

Slides: Coming soon!
Slides:

<iframe src="https://docs.google.com/presentation/d/e/2PACX-1vRMMlwgZeOSdCrXxm7gf_Eb1A7lPz9z9XyuHS07uTR9pkbxMGLq6vK4onPG6JqCn3FhgO60-BbOQPrE/embed?start=false&loop=false&delayms=3000" frameborder="0" width="480" height="299" style="border: 1px solid #464646;" allowfullscreen="true" mozallowfullscreen="true" webkitallowfullscreen="true"></iframe>
2 changes: 1 addition & 1 deletion course_book/syllabus.md
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Expand Up @@ -46,7 +46,7 @@ Key:
| Week 10: Jan. 13 | 👩‍🏫<br>💻<br>🚀| • Demo Report Feedback<br>• Project Workshop: Analysis I | na | • Reading: [Makin & Orban de Xivry 2019](https://github.com/avakiai/expra_winter2021-2022/blob/master/assigned_readings/Makin%26OrbandeXivry_Ten%20common%20statistical%20mistakes.pdf)<br>• Liking analysis |
| Week 11: Jan. 20 | 🚀x🔬| Project Workshop: Analysis II<br>• Data Visualization Workshop | See [Finalization](https://avakiai.com/expra_winter2021-2022/experimentation/finalization/landing.html) | Classification analysis |
| Week 12: Jan. 27 |📊<br>💻<br>🚀|**Journal Club: Session II**<br> • Project Workshop: Analysis III<br>• Scientific Poster Workshop | See [Finalization](https://avakiai.com/expra_winter2021-2022/experimentation/finalization/landing.html) | • Chi-square analysis<br>• Poster Draft |
| Week 13: Feb. 3 | 🚀|• Projects Workshop: Analysis IV<br>**Last Chance for Analysis Help!** |**Wednesday, Feb. 2: Posters Due**<br>• See [Finalization](https://avakiai.com/expra_winter2021-2022/experimentation/finalization/landing.html)) | • Demographic analysis <br>• Discussion, Writing, & Presentation |
| Week 13: Feb. 3 | 🚀|• Projects Workshop: Analysis IV<br>**Last Chance for Analysis Help!** |**Wednesday, Feb. 2: Posters Due**<br>• See [Finalization](https://avakiai.com/expra_winter2021-2022/experimentation/finalization/landing.html) | • Demographic analysis <br>• Discussion, Writing, & Presentation |
| Week 14: Feb. 10 | 📊<br>🎉<br>💬|**Poster Session** & Party<br>• Scientific Outreach & Communication<br>• Feedback & Wrap-up | **Thursday, March. 10: Final Reports Due** | Writing |

Reports should be emailed to me by 11:59 pm on the due date. 😊

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