Publications by Brian Callander
BDA3 Chapter 14 Exercise 3
BDA3 Chapter 14 Exercise 3 Posted on 10 February, 2019 by Brian Tags: bda chapter 14, solutions, quadratic form, qr decomposition Category: bda3 Here’s my solution to exercise 3, chapter 14, of Gelman’s Bayesian Data Analysis (BDA), 3rd edition. There are solutions to some of the exercises on the book’s webpage. \(\Decla...
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CIS Primer Question 1.5.2
CIS Primer Question 1.5.2 Posted on 10 February, 2019 by Brian Tags: CISP chapter 1, solutions, simpson's reversal, product decomposition Category: causal_inference_in_statistics_primer Here are my solutions to question 1.5.2 of Causal Inference in Statistics: a Primer (CISP). I’ll use different indexing to make the notation...
3960 sym R (1644 sym/7 pcs) 4 tbl
CIS Primer Question 3.2.1
CIS Primer Question 3.2.1 Posted on 10 February, 2019 by Brian Tags: CISP chapter 3, solutions, ace, risk difference, simpson's reversal Category: causal_inference_in_statistics_primer Here are my solutions to question 3.2.1 of Causal Inference in Statistics: a Primer (CISP). Here are the parameters we’ll use. Note that they...
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CIS Primer Question 3.3.3
CIS Primer Question 3.3.3 Posted on 14 February, 2019 by Brian Tags: CISP chapter 3, solutions, backdoor criteria Category: causal_inference_in_statistics_primer Here are my solutions to question 3.3.3 of Causal Inference in Statistics: a Primer (CISP). \(\DeclareMathOperator{\do}{do}\) The drug you have been assigned determin...
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CIS Primer Question 3.3.2
CIS Primer Question 3.3.2 Posted on 14 February, 2019 by Brian Tags: CISP chapter 3, solutions, lord's paradox, simpson's paradox Category: causal_inference_in_statistics_primer Here are my solutions to question 3.3.2 of Causal Inference in Statistics: a Primer (CISP). Part a The following DAG is a possible casual graph repres...
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CIS Primer Question 3.3.1
CIS Primer Question 3.3.1 Posted on 14 February, 2019 by Brian Tags: CISP chapter 3, solutions, backdoor criteria Category: causal_inference_in_statistics_primer Here are my solutions to question 3.3.1 of Causal Inference in Statistics: a Primer (CISP). Part a and b For the causal effect of \(X\) on \(Y\), every backdoor path ...
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CIS Primer Question 3.4.1
CIS Primer Question 3.4.1 Posted on 15 February, 2019 by Brian Tags: CISP chapter 3, solutions, front door criteria, front door adjustment Category: causal_inference_in_statistics_primer Here are my solutions to question 3.4.1 of Causal Inference in Statistics: a Primer (CISP). \(\DeclareMathOperator{\do}{do}\) If we can only ...
2652 sym R (2291 sym/7 pcs) 5 tbl
BDA3 Chapter 1 Exercise 3
BDA3 Chapter 1 Exercise 3 Posted on 31 March, 2019 by Brian Tags: bda chapter 1, solutions, hardy-weinberg principle Category: bda3 Here’s my solution to exercise 3, chapter 1, of Gelman’s Bayesian Data Analysis (BDA), 3rd edition. There are solutions to some of the exercises on the book’s webpage. \(\DeclareMathOperator...
12709 sym R (2512 sym/11 pcs) 7 tbl
Pareto-NBD Customer Lifetime Value
Pareto-NBD Customer Lifetime Value Posted on 6 April, 2019 by Brian Tags: customer lifetime value, pareto-nbd, smc Category: customer_lifetime_value Suppose you have a bunch of customers who make repeat purchases – some more frequenty, some less. There are a few things you might like to know about these customers, such as w...
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BDA3 Chapter 1 Exercise 9
BDA3 Chapter 1 Exercise 9 Posted on 13 April, 2019 by Brian Tags: bda chapter 1, solutions, simulation, poisson process Category: bda3 Here’s my solution to exercise 9, chapter 1, of Gelman’s Bayesian Data Analysis (BDA), 3rd edition. There are solutions to some of the exercises on the book’s webpage. \(\DeclareMathOpera...
3860 sym R (2396 sym/4 pcs) 2 tbl