DeclareDesign Flashcards

You may prefer our related Brainscape-certified flashcards:
1
Q

What does declare_model() do?

A

Defines the background variables (independent variables) and potential outcomes (dependent variables) of your research.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
2
Q

What does declare_inquiry() do?

A

Specifies the research question and the answer you’re seeking (the estimand). This could be a causal or descriptive inquiry.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
3
Q

What does declare_sampling() do?

A

Outlines the procedures used to select your sample units from the population.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
4
Q

What does declare_assignment() do?

A

Defines how treatments or conditions are assigned to the units in your study

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
5
Q

What does declare-measurement() do?

A

Details the procedures used to measure the variables in your research

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
6
Q

What does declare_estimator() do?

A

Specifies the method for estimating the answer (eg, point estimate, interval estimate) based on your data and inquiry

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
7
Q

What does declare_test() do?

A

Defines the statistical tests used to assess the significance of your findings

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
8
Q

What does Diagnose_Design do?

A

Helps you evaluate the strengths and weaknesses of your research design. It generates various “diagnosands” to assess potential issues like bias, RMSE, power, estimate mean, standard deviation and Type S error rate.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
9
Q

What is RMSE?

A

Root Mean Squared Error indicates the presence of outliers in your data.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
10
Q

What do you need to include when declaring a model?

A

Units, unit characterisation, potential outcomes, effect sizes

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
11
Q

What do you need when declaring an Inquiry?

A

Whether it is causal or descriptive. If it is a group level inquiry. Or if there are multiple inquiries.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
12
Q

What do you need to include when declaring a data strategy?

A

Sampling, treatment assignment and measurement

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
13
Q

What do you need to include when declaring answer strategies?

A

Method, functional forms, answer summary, additional outputs.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly