class: center, middle, inverse, title-slide

.title[
# DS Skills Lab 02
]
.subtitle[
## <i>Nuthin’ but a B thang</i>
]
.author[
### Dr Danielle Evans
]
.date[
### 3 Oct 2024
]

---

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## Overview

- **1-Predictor Model**

- **2-Predictor Model**

- **KahootR!**

<br><br><br><br><br><br><br><br><br><br><br>

--

<div class="pc" style="font-size:90%">
<p><b>Demo!</b> Let's start on the <b><a href="https://posit.cloud/spaces/392709/content/lists/6586?sort=sequence_asc" style='color: black'>Posit Cloud</a></b>!</p>
</div>

---

class: no-scribble

## A Little DetouR

- So we'll often use the phrase '**per unit change in our predictor**' when talking about the results of our model

- But what does this actually mean?!

--

- Well, each variable is measured in it's own units, this could be things like:

- Metres
  
  - Beats per minute
  
  - Reaction times in milliseconds
  
  - A 5-point scale etc...

- The '**per unit change in our predictor**', just means, as our predictor changes by 1-unit (1 metre, 1 bpm, 1 millisecond or 1 scale point), our outcome changes by **b1** units of whatever that variable is measured in

- The **b1** is the estimate for our predictor...

---

## Beauty Is In The Eye Of The Beta

- So with our **instructor beauty** study, we found that our **b1** was **0.13**

- Meaning that a unit increase in **instructor beauty**, equates to a unit change of 0.13 in **teacher ratings**

--

- So if **beauty** was measured on a 5-point scale:

![](data:image/png;base64,#img/beaut.png)

- So even if we somehow increased my beauty score by **4 points** (i.e., the entire scale!), my teaching evaluation score would only increase by **0.52 points** (4 * 0.13) on the evaluation scale

---

## A Little DetouR

<center>

<div class="tooltip"><a href="https://www.youtube.com/watch?v=8GliyDgAGQI&t=82s" style="color:#ed2791;"><img src="data:image/png;base64,#./img/snoop.jpg" height="470px"</></a><span class="tooltiptext">Click me! 🐣</span></div>

<center>

---

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## Final RemindRs

- Submit the easteR eggs you've found today on [Canvas](https://canvas.sussex.ac.uk/courses/31583/modules)

- Nominate your peers for the [savioR award](https://canvas.sussex.ac.uk/courses/31583/modules)

- Have a go at the [Cloud ChallengRs](https://posit.cloud/spaces/534103/content/lists/10585?sort=created_time_desc)

- Give session feedback [here](https://forms.gle/ZyXAB7kZzUUyct9n6) 😀

---

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## KahootR!

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Notes for current slide

Notes for next slide

DS Skills Lab 02
Nuthin’ but a B thang
Dr Danielle Evans
3 Oct 2024
1 / 7
Attendance pin: 0000

Overview

1-Predictor Model
2-Predictor Model
KahootR!

2 / 7

Overview

1-Predictor Model
2-Predictor Model
KahootR!

Demo! Let's start on the Posit Cloud!

2 / 7

A Little DetouR

So we'll often use the phrase 'per unit change in our predictor' when talking about the results of our model
- But what does this actually mean?!

3 / 7

A Little DetouR

So we'll often use the phrase 'per unit change in our predictor' when talking about the results of our model
- But what does this actually mean?!
Well, each variable is measured in it's own units, this could be things like:
- Metres
- Beats per minute
- Reaction times in milliseconds
- A 5-point scale etc...
The 'per unit change in our predictor', just means, as our predictor changes by 1-unit (1 metre, 1 bpm, 1 millisecond or 1 scale point), our outcome changes by b1 units of whatever that variable is measured in
- The b1 is the estimate for our predictor...

3 / 7

Beauty Is In The Eye Of The Beta

So with our instructor beauty study, we found that our b1 was 0.13
Meaning that a unit increase in instructor beauty, equates to a unit change of 0.13 in teacher ratings

4 / 7

Beauty Is In The Eye Of The Beta

So with our instructor beauty study, we found that our b1 was 0.13
Meaning that a unit increase in instructor beauty, equates to a unit change of 0.13 in teacher ratings
So if beauty was measured on a 5-point scale:

So even if we somehow increased my beauty score by 4 points (i.e., the entire scale!), my teaching evaluation score would only increase by 0.52 points (4 * 0.13) on the evaluation scale

4 / 7

A Little DetouR

5 / 7

Final RemindRs

Submit the easteR eggs you've found today on Canvas
Nominate your peers for the savioR award
Have a go at the Cloud ChallengRs
Give session feedback here 😀

6 / 7

KahootR!7 / 7
Attendance pin: 0000

Overview

1-Predictor Model
2-Predictor Model
KahootR!

2 / 7

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