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Data over Space and Time, Lecture 7: Linear Prediction for Time Series

(R Markdown source file) Corrupting the Young; Enigmas of Chance

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"Maximum Mean Discrepancy for Training Generative Adversarial...

Attention conservation notice: Last-minute notice of a technical talk in a city you don't live in. Only of interest if you (1) care actor/critic or co-training methods for fitting generative models,...

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Data over Space and Time, Lecture 8: Linear Prediction for Spatial and...

(R Markdown source file) Corrupting the Young; Enigmas of Chance

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Data over Space and Time, Lectures 9--13: Filtering, Fourier Analysis,...

I have fallen behind on posting announcements for the lectures, and I don't feel like writing five of these at once (*). So I'll just list them: Separating Signal and Noise with Linear Methods (a.k.a....

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Revised and Extended Remarks at "The Rise of Intelligent Economies and...

Attention conservation notice: 2700+ words elaborating a presentation from a non-technical conference about AI, where the conversation devolved to "blockchain" within an hour; includes unexplained...

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Data over Space and Time, Lectures 14 and 15: Inference for Dependent Data

Inference I: How Inference with Independent Data Really Works (.Rmd) Inference II: Ergodic Theory and Inference under Dependence (.Rmd) Corrupting the Young; Enigmas of Chance

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In Memoriam Joyce Fienberg

I met Joyce through her late husband Stephen, my admired and much-missed colleague. I won't pretend that she was a close friend, but she was a friend, and you could hardly hope to meet a kinder or more...

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Data over Space and Time, Lecture 17: Simulation

Lecture 16 was canceled. (.Rmd) Corrupting the Young; Enigmas of Chance

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Course Announcement: Advanced Data Analysis (36-402/36-608), Spring 2019

Attention conservation notice: Announcement of an advanced undergraduate course at a school you don't attend in a subject you don't care about. I will be teaching 36-402/36-608, Advanced Data Analysis,...

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Data over Space and Time, Lectures 18 and 19: Simulation for Inference

Lecture 18: The Bootstrap (.Rmd) Lecture 19: The Method of Simulated Moments and Indirect Inference (.Rmd) Corrupting the Young; Enigmas of Chance

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Data over Space and Time, Lecture 20: Markov Chains

(.Rmd) Corrupting the Young; Enigmas of Chance

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Books to Read While the Algae Grow in Your Fur, October 2018

Attention conservation notice: I have no taste. I also have no qualifications to discuss corporate fraud. John Carreyrou, Bad Blood: Secrets and Lies in a Silicon Valley Startup This is a...

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Books to Read While the Algae Grow in Your Fur, November 2018

Attention conservation notice: I have no taste. I also have no qualifications to discuss the history of photography, or of black Pittsburgh. Cheryl Finley, Laurence Glasco and Joe W. Trotter, with an...

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Books to Read While the Algae Grow in Your Fur, December 2018

Attention conservation notice: I have no taste. I also have no qualifications to discuss poetry or leftist political theory. I do know something about spatiotemporal data analysis, but you don't care...

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Books to Read While the Algae Grow in Your Fur, January 2019

Attention conservation notice: I have no taste. I also have no qualifications to discuss the history of millenarianism, or really even statistical graphics. Bärbel Finkenstädt, Leonhard Held and...

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Data over Space and Time, Lectures 21--24

Lecture 21: Compartment Models (.Rnw) Optional Special Topics Lecture: Information Theory and Optimal Prediction Lecture 22: Inference for Markov Chains (.Rmd, Handout) Lecture 23: Markov Random...

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Data over Space and Time: Self-Evaluation and Lessons Learned

Attention conservation notice: Academic navel-gazing, about a class you didn't take, in a subject you don't care about, at a university you don't attend. Well, that went better than it could have,...

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On Godzilla and the Nature and Conditions of Cultural Success; or, Shedding...

Godzilla is an outstanding example of large-scale cultural success, and of how successful cultural items become detached from their original meanings.read more...

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"Causal inference in social networks: A new hope?" (Friday at the...

Attention conservation notice: Self-promoting notice of a very academic talk, at a university far from you, on a very recondite topic, solving a problem that doesn't concern you under a set of...

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Data Over Space and Time

Collecting posts related to this course (36-3467/36-667). Fall 2018: Course Announcement Lecture 1: Introduction to the Course Lectures 2 and 3: Smoothing, Trends, Detrending Lecture 4: Principal...

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