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Everything posted by Bayequentist

I have also just passed my PhD qualifying exam, and I think we share similar research interests. In the first year, besides the required statistics classes I also fit in my curriculum extra CS/EE classes like Information Theory, Convex Optimization, Machine Learning. As a consequence I was dead tired everyday, but I hope it will all be worth it? Learning from first principle is really awesome, but I definitely feel like it's not necessarily the optimal way to prepare for research. Thus I am also very interested to hear about more efficient ways to prepare for research!

Laptop suggestions for math/statistics grad schools
Bayequentist replied to J456's topic in Mathematics and Statistics
That sounds insane to me. How many people are there in your cohort that can pool together 2 million? Was there any funding or was it completely selffunded? Maybe a lot of people at Harvard are just independently rich? 😅 
Laptop suggestions for math/statistics grad schools
Bayequentist replied to J456's topic in Mathematics and Statistics
I'd recommend one of the new ThinkPads with Ryzen 4000 CPUs that are coming out in the next 2 weeks. If you choose the L15 (starting at $649), you can stack up on RAM and SSD and the price would only be around $1k. The AMD's 7nm Ryzen processors, despite being cheaper, are thrashing Intel CPUs right now in terms of multicore performance, which is very crucial if you do a lot of parallel computations. In terms of build quality and longevity, ThinkPads are the OG business laptops that will last you many years. GPUs are not really important, because even if you want to do deep learning, you'd wa 
On a side note, does anyone know when will US News refresh the rankings for stat/biostat?

Masters in Statistics (low gpa)
Bayequentist replied to ilikepie's topic in Mathematics and Statistics
Agree that reaching out might help, but it won't help most of the time. From the pinned post by cyberwulf: Funding in most (but not all) U.S. stat/biostat programs is allocated at the department level to the strongest incoming students, so applicants aren't typically "matched" to potential advisors who agree to fund them*. Rather, the department projects the total number of positions available and then tries to recruit up to that number of students. Once the students are on campus, they are then either assigned to a position or (ideally) have some choices available to them. Of course OP should 
In recent years I've seen quite a few stats PhD programs popping up that don't have coursework requirements for advanced statistical theory (Lehman & Casella...) and measuretheoretic probability (Durrett...)  e.g. programs that focus on Bayesian/computational/highdimensional statistics and statistical learning. What are thoughts on those programs? Pros/cons in terms of academia/industry?

Can Astronomy prove history wrong
Bayequentist replied to ScottJ's topic in Mathematics and Statistics
Do you think OP is trolling or serious? 
61% GRE Math Subject Test for PhD in Statistics
Bayequentist replied to J456's topic in Mathematics and Statistics
Admission committees in top schools receive a lot of >80% GRE scores from international students every year... so I'd say only submit it if they require it. 71% is pretty good for top 25~50 schools, but your profile is already competitive for those schools even without the score. 
Are my math courses sufficient?
Bayequentist replied to sante951's topic in Mathematics and Statistics
Besides classes, GRE General/Subject, it'd be awesome if you can do a REU this coming summer. A good LoR from a research advisor will strengthen your profile a lot. 
Best probability textbook for selfstudy?
Bayequentist replied to galois's topic in Mathematics and Statistics
Aside from Mathematical Statistics, a course on Stochastic Processes is also a common followup to Stat 110. Since galois seems to prefer watching lecture videos to reading books, fast.ai has a pretty interesting course on computational linear algebra. 
Chance me for MS/MPH Biostatistics programs?
Bayequentist replied to salamiboyz's topic in Mathematics and Statistics
These are the rankings that most people look at: https://www.usnews.com/bestgraduateschools/topscienceschools/statisticsrankings?name=biostatistics. 11 replies

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Chance me for MS/MPH Biostatistics programs?
Bayequentist replied to salamiboyz's topic in Mathematics and Statistics
This is a tough one. Your low math grades are not consistent with your high quant GRE score. Do you have a professor that can explain the bad grades for you in his/her letter of recommendation? You are a URM and a female so you may still have a chance for a biostats program ranked 30~50, given your extensive research background, high GRE scores, and good LoRs. 11 replies

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Am I prepared for graduate math/cs research?
Bayequentist replied to Logic's topic in Mathematics and Statistics
Your background is indeed enough for admission to Computational Science programs. You should head over to the Biology forum if you wanna ask about comp. neuro. programs! Most people on this forum only know about math/stats/biostats. 
Am I prepared for graduate math/cs research?
Bayequentist replied to Logic's topic in Mathematics and Statistics
For Applied Math PhD, you'll need undergraduate Real Analysis. For CS PhD, you'll need coursework on Data Structures and Algorithms (at least), and maybe Theory of Computation. Though your mileage may vary, almost all competitive PhD applicants I know have the abovementioned coursework in their transcript. 
Best probability textbook for selfstudy?
Bayequentist replied to galois's topic in Mathematics and Statistics
Schaums has 2 sections: Solved Problems and Supplementary Problems. In Solved Problems, the solution is shown right after the problem statement. In Supplementary Problems, they only provide the answers to the problems without showing you how to solve them. I'd imagine you'd be able to find a lot of solutions to the Supplementary Problems online, but don't quote me on that:P 
Best probability textbook for selfstudy?
Bayequentist replied to galois's topic in Mathematics and Statistics
For Calculus: Schaum's Outline of Calculus is a classic book that has more than a thousand practice problems in it. The 5th edition is better than the 6th edition. For Probability, Joe Blitzstein's class is awesome  I watched all the lectures and did most of the homework problems, so I can attest to the high quality of his course. If you still want a probability textbook, the standard recommendation would be A First Course in Probability by Ross. Though personally I've found Jaynes' Probability Theory: The Logic Of Science to be a much more enjoyable read. Jaynes is not strictly an intro 
Fall 2019 Statistics Applicant Thread
Bayequentist replied to SheldonCopper's topic in Mathematics and Statistics
We're seeing mass rejections from top schools lol. Makes me nervous. 
Fall 2019 Statistics Applicant Thread
Bayequentist replied to SheldonCopper's topic in Mathematics and Statistics
You'd probably have a better chance if you had applied to the PhD program, I think.