andrew_gelman_stats andrew_gelman_stats-2013 andrew_gelman_stats-2013-1909 knowledge-graph by maker-knowledge-mining
Source: html
Introduction: After posting that announcement about Civis Analytics, I wrote, “If a reconstituted Romney Analytics team is hiring, let me know and I’ll post that ad too.” Adam Schaeffer obliged : Not sure about Romney’s team, but Evolving Strategies is looking for sharp folks who lean right: Evolving Strategies is a political communications research firm specializing in randomized controlled experiments in the “lab” and in the “field.” ES is bringing a scientific revolution to free-market/conservative politics. We are looking for people who are obsessive about getting things right and creative in their work. A ideal candidate will have a deep understanding of the academic literature in their field, highly developed skills, a commitment to academic rigor, but an intuitive understanding of practical political concerns and objectives as well. We’re looking for new talent to help with our fast-growing portfolio in these areas: High-level data processing, statistical analysis and modelin
sentIndex sentText sentNum sentScore
1 After posting that announcement about Civis Analytics, I wrote, “If a reconstituted Romney Analytics team is hiring, let me know and I’ll post that ad too. [sent-1, score-0.205]
2 ” Adam Schaeffer obliged : Not sure about Romney’s team, but Evolving Strategies is looking for sharp folks who lean right: Evolving Strategies is a political communications research firm specializing in randomized controlled experiments in the “lab” and in the “field. [sent-2, score-0.736]
3 ” ES is bringing a scientific revolution to free-market/conservative politics. [sent-3, score-0.082]
4 We are looking for people who are obsessive about getting things right and creative in their work. [sent-4, score-0.216]
5 A ideal candidate will have a deep understanding of the academic literature in their field, highly developed skills, a commitment to academic rigor, but an intuitive understanding of practical political concerns and objectives as well. [sent-5, score-0.827]
6 ” Extensive experience in statistical analysis and mastery of statistics software (R, Stata, etc. [sent-7, score-0.358]
7 Extensive knowledge of academic research on political behavior/psychology. [sent-10, score-0.342]
8 Experience with or serious interest and knowledge of practical political activities; campaigns, issue-advocacy, etc. [sent-11, score-0.312]
9 D) in quantitative social sciences is preferred but not required with sufficient demonstration of skill and experience. [sent-17, score-0.081]
10 com Evolving Strategies is an equal opportunity employer located in Northern Virginia. [sent-21, score-0.18]
11 Working remotely is possible for all part time consulting and some salaried positions. [sent-22, score-0.241]
wordName wordTfidf (topN-words)
[('evolving', 0.297), ('experience', 0.259), ('extensive', 0.25), ('strategies', 0.214), ('skills', 0.179), ('analytics', 0.164), ('consulting', 0.145), ('romney', 0.144), ('salary', 0.143), ('academic', 0.132), ('lab', 0.122), ('political', 0.118), ('hours', 0.111), ('hourly', 0.11), ('obsessive', 0.11), ('civis', 0.11), ('looking', 0.106), ('reconstituted', 0.104), ('objectives', 0.104), ('experimental', 0.102), ('practical', 0.102), ('team', 0.101), ('send', 0.1), ('mastery', 0.099), ('es', 0.099), ('experiments', 0.098), ('remotely', 0.096), ('portfolio', 0.096), ('knowledge', 0.092), ('obliged', 0.09), ('rigor', 0.09), ('located', 0.09), ('employer', 0.09), ('please', 0.09), ('northern', 0.085), ('execution', 0.085), ('revolution', 0.082), ('lean', 0.082), ('communications', 0.082), ('campaigns', 0.082), ('demonstration', 0.081), ('commitment', 0.081), ('relevant', 0.08), ('adam', 0.08), ('availability', 0.08), ('info', 0.08), ('folks', 0.08), ('sharp', 0.08), ('understanding', 0.079), ('designing', 0.079)]
simIndex simValue blogId blogTitle
same-blog 1 1.0000005 1909 andrew gelman stats-2013-06-21-Job openings at conservative political analytics firm!
Introduction: After posting that announcement about Civis Analytics, I wrote, “If a reconstituted Romney Analytics team is hiring, let me know and I’ll post that ad too.” Adam Schaeffer obliged : Not sure about Romney’s team, but Evolving Strategies is looking for sharp folks who lean right: Evolving Strategies is a political communications research firm specializing in randomized controlled experiments in the “lab” and in the “field.” ES is bringing a scientific revolution to free-market/conservative politics. We are looking for people who are obsessive about getting things right and creative in their work. A ideal candidate will have a deep understanding of the academic literature in their field, highly developed skills, a commitment to academic rigor, but an intuitive understanding of practical political concerns and objectives as well. We’re looking for new talent to help with our fast-growing portfolio in these areas: High-level data processing, statistical analysis and modelin
2 0.25903565 1902 andrew gelman stats-2013-06-17-Job opening at new “big data” consulting firm!
Introduction: David Shor sends along a job announcement for Civis Analytics, which he describes as “basically Obama’s Analytics team reconstituted as a company”: Data Scientist Position Overview Data Scientists are responsible for providing the fundamental data science that powers our work – including predictive analytics, data mining, experimental design and ad-hoc statistical analysis. As a Data Scientist, you will join our Chicago-based data science team, working closely and collaboratively with analysts and engineers to identify, quantify and solve big, meaningful problems. Data Scientists will have the opportunity to dive deeply into big problems and work in a variety of areas. Civis Analytics has opportunities for applicants who are seasoned professionals, brilliant new comers, and anywhere in between. Qualifications · Master’s degree in statistics, machine learning, computer science with heavy quant focus, a related subject, or a Bachelor’s degree and significant work ex
3 0.22278754 231 andrew gelman stats-2010-08-24-Yet another Bayesian job opportunity
Introduction: Steve Cohen writes: My [Cohen's] firm is looking for strong candidates to help us in developing software and analyzing data using Bayesian methods. We have been developing a suite of programs in C++ which allow us to do Bayesian hierarchical regression and logit/probit models on marketing data. These efforts have included the use of high performance computing tools like nVidia’s CUDA and the new OpenCL standard, which allow parallel processing of Bayesian models. Our software is very, very fast – even on databases that are ½ terabyte in size. The software still needs many additions and improvements and a person with the right skill set will have the chance to make a significant contribution. Here’s the job description he sent: Bayesian statistician and C++ programmer The company In4mation Insights is a marketing research, analytics, and consulting firm which operates on the leading-edge of our industry. Our clients are Fortune 500 companies and major management consul
4 0.16364801 1990 andrew gelman stats-2013-08-20-Job opening at an organization that promotes reproducible research!
Introduction: I was told about an organization called Reproducibility Initiative. They tell me they are trying to make what was described in our “50 shades of gray” post standard across all of science, particularly areas like cancer research. I don’t know anything else about them, but that sounds like a good start! Here’s the ad: Data Scientist: Science Exchange, Palo Alto, CA Science Exchange is an innovative start-up with a mission to improve the efficiency and quality of scientific research. This Data Science position is critical to our mission. Our ideal candidate has the ability to collect and normalize data from multiple sources. This information will be used to drive marketing and product decisions, as well as fuel many of the features of Science Exchange. Desired Skills & Experience Experience with text mining, entity extraction and natural language processing is essential Experience scripting with either Python or R Experience running complex statistical analyses on l
5 0.1567587 1904 andrew gelman stats-2013-06-18-Job opening! Come work with us!
Introduction: Postdoctoral position in statistical modeling of social networks A full-time postdoctoral position is available beginning Fall 2014 in the research group of Tian Zheng and Andrew Gelman working on statistical analysis and modeling of social network data, in close cooperation with our experimental collaborators. Four key papers of this project so far are: http://www.stat.columbia.edu/~gelman/research/published/overdisp_final.pdf http://nersp.osg.ufl.edu/~ufruss/documents/mccormick_salganik_zheng10.pdf http://www.stat.columbia.edu/~gelman/research/published/DiPreteetal.pdf http://arxiv.org/pdf/1301.2473.pdf Requirements: The work is highly interdisciplinary, and applicants must have strong statistical and computational skills. Social science research skills are preferred but not necessary. Preferred educational background is a PhD in statistics, computer science, political science, sociology, or a related field. Expertise in Bayesian modeling and computing is required. Prev
6 0.14877303 1630 andrew gelman stats-2012-12-18-Postdoc positions at Microsoft Research – NYC
7 0.12926875 1923 andrew gelman stats-2013-07-03-Bayes pays!
8 0.1183378 1596 andrew gelman stats-2012-11-29-More consulting experiences, this time in computational linguistics
9 0.11248988 1519 andrew gelman stats-2012-10-02-Job!
10 0.11226178 537 andrew gelman stats-2011-01-25-Postdoc Position #1: Missing-Data Imputation, Diagnostics, and Applications
11 0.11145403 2173 andrew gelman stats-2014-01-15-Postdoc involving pathbreaking work in MRP, Stan, and the 2014 election!
12 0.1107925 635 andrew gelman stats-2011-03-29-Bayesian spam!
13 0.1088941 2282 andrew gelman stats-2014-04-05-Bizarre academic spam
14 0.10701092 978 andrew gelman stats-2011-10-28-Cool job opening with brilliant researchers at Yahoo
15 0.1032358 1597 andrew gelman stats-2012-11-29-What is expected of a consultant
16 0.099597476 395 andrew gelman stats-2010-11-05-Consulting: how do you figure out what to charge?
17 0.086376712 538 andrew gelman stats-2011-01-25-Postdoc Position #2: Hierarchical Modeling and Statistical Graphics
18 0.0860532 202 andrew gelman stats-2010-08-12-Job openings in multilevel modeling in Bristol, England
19 0.085116252 1872 andrew gelman stats-2013-05-27-More spam!
topicId topicWeight
[(0, 0.137), (1, -0.044), (2, -0.061), (3, -0.018), (4, -0.011), (5, 0.112), (6, -0.089), (7, -0.029), (8, -0.079), (9, 0.074), (10, -0.043), (11, -0.05), (12, 0.044), (13, -0.016), (14, -0.071), (15, 0.029), (16, -0.021), (17, -0.065), (18, 0.016), (19, -0.002), (20, 0.046), (21, 0.024), (22, -0.0), (23, 0.027), (24, -0.026), (25, 0.017), (26, 0.044), (27, 0.004), (28, 0.005), (29, -0.027), (30, 0.001), (31, -0.031), (32, -0.019), (33, -0.031), (34, 0.028), (35, -0.007), (36, -0.045), (37, 0.013), (38, 0.003), (39, -0.032), (40, 0.032), (41, -0.014), (42, -0.036), (43, 0.04), (44, -0.019), (45, 0.018), (46, -0.021), (47, 0.036), (48, -0.008), (49, 0.022)]
simIndex simValue blogId blogTitle
same-blog 1 0.98109996 1909 andrew gelman stats-2013-06-21-Job openings at conservative political analytics firm!
Introduction: After posting that announcement about Civis Analytics, I wrote, “If a reconstituted Romney Analytics team is hiring, let me know and I’ll post that ad too.” Adam Schaeffer obliged : Not sure about Romney’s team, but Evolving Strategies is looking for sharp folks who lean right: Evolving Strategies is a political communications research firm specializing in randomized controlled experiments in the “lab” and in the “field.” ES is bringing a scientific revolution to free-market/conservative politics. We are looking for people who are obsessive about getting things right and creative in their work. A ideal candidate will have a deep understanding of the academic literature in their field, highly developed skills, a commitment to academic rigor, but an intuitive understanding of practical political concerns and objectives as well. We’re looking for new talent to help with our fast-growing portfolio in these areas: High-level data processing, statistical analysis and modelin
2 0.85711938 1630 andrew gelman stats-2012-12-18-Postdoc positions at Microsoft Research – NYC
Introduction: Sharad Goel sends this in: Microsoft Research NYC [ http://research.microsoft.com/newyork/ ] seeks outstanding applicants for 2-year postdoctoral researcher positions. We welcome applicants with a strong academic record in one of the following areas: * Computational social science: http://research.microsoft.com/cssnyc * Online experimental social science: http://research.microsoft.com/oess_nyc * Algorithmic economics and market design: http://research.microsoft.com/algorithmic-economics/ * Machine learning: http://research.microsoft.com/mlnyc/ We will also consider applicants in other focus areas of the lab, including information retrieval, and behavioral & empirical economics. Additional information about these areas is included below. Please submit all application materials by January 11, 2013. ———- COMPUTATIONAL SOCIAL SCIENCE http://research.microsoft.com/cssnyc With an increasing amount of data on every aspect of our daily activities — from what we buy, to wh
3 0.81395888 1279 andrew gelman stats-2012-04-24-ESPN is looking to hire a research analyst
Introduction: This is somebody’s dream job, I’m sure . . . ESPN is looking for a statistician to join the HR department as a Research Analyst . The job will consist of analytical research and producing statistics about the people that work at ESPN. Topics of interest will include productivity, efficiency, and retention of employees, among other items. In addition to data mining and producing reports, we also field surveys and analyze results. The position is located at the headquarters in Bristol, Connecticut, the same campus where nearly all ESPN shows are produced. ESPN is a Disney company, so discounts and free admission to Disney parks are available for employees. Flexible work arrangements are available, along with working in the New York City office part-time if desired. The role is a relatively new function and will have a high impact very quickly on helping the business function. Statistical software, text books, and any other resource needed to get the job done will be provided. T
4 0.81235826 1904 andrew gelman stats-2013-06-18-Job opening! Come work with us!
Introduction: Postdoctoral position in statistical modeling of social networks A full-time postdoctoral position is available beginning Fall 2014 in the research group of Tian Zheng and Andrew Gelman working on statistical analysis and modeling of social network data, in close cooperation with our experimental collaborators. Four key papers of this project so far are: http://www.stat.columbia.edu/~gelman/research/published/overdisp_final.pdf http://nersp.osg.ufl.edu/~ufruss/documents/mccormick_salganik_zheng10.pdf http://www.stat.columbia.edu/~gelman/research/published/DiPreteetal.pdf http://arxiv.org/pdf/1301.2473.pdf Requirements: The work is highly interdisciplinary, and applicants must have strong statistical and computational skills. Social science research skills are preferred but not necessary. Preferred educational background is a PhD in statistics, computer science, political science, sociology, or a related field. Expertise in Bayesian modeling and computing is required. Prev
Introduction: One thing we do here at the Applied Statistics Center is hold mini-conferences. The next one looks really cool. It’s organized by Sharad Goel and Jake Hofman (Microsoft Research, formerly at Yahoo Research), David Park (Columbia University), and Sergei Vassilvitskii (Google). As with our other conferences, one of our goals is to mix the academic and nonacademic research communities. Here’s the website for the workshop, and here’s the announcement from the organizers: With an explosion of data on every aspect of our everyday existence — from what we buy, to where we travel, to who we know — we are able to observe human behavior with granularity largely thought impossible just a decade ago. The growth of such online activity has further facilitated the design of web-based experiments, enhancing both the scale and efficiency of traditional methods. Together these advances have created an unprecedented opportunity to address longstanding questions in the social sciences, rang
6 0.79931265 1990 andrew gelman stats-2013-08-20-Job opening at an organization that promotes reproducible research!
7 0.79387444 1902 andrew gelman stats-2013-06-17-Job opening at new “big data” consulting firm!
8 0.79357946 978 andrew gelman stats-2011-10-28-Cool job opening with brilliant researchers at Yahoo
9 0.77165949 1923 andrew gelman stats-2013-07-03-Bayes pays!
10 0.76317638 1777 andrew gelman stats-2013-03-26-Data Science for Social Good summer fellowship program
11 0.75171536 1110 andrew gelman stats-2012-01-10-Jobs in statistics research! In New Jersey!
12 0.75010568 537 andrew gelman stats-2011-01-25-Postdoc Position #1: Missing-Data Imputation, Diagnostics, and Applications
13 0.74280286 1217 andrew gelman stats-2012-03-17-NSF program “to support analytic and methodological research in support of its surveys”
14 0.73999733 223 andrew gelman stats-2010-08-21-Statoverflow
15 0.73875248 538 andrew gelman stats-2011-01-25-Postdoc Position #2: Hierarchical Modeling and Statistical Graphics
16 0.73459679 2221 andrew gelman stats-2014-02-23-Postdoc with Huffpost Pollster to do Bayesian poll tracking
18 0.71399128 1687 andrew gelman stats-2013-01-21-Workshop on science communication for graduate students
19 0.70389938 951 andrew gelman stats-2011-10-11-Data mining efforts for Obama’s campaign
20 0.69641161 1343 andrew gelman stats-2012-05-25-And now, here’s something we hope you’ll really like
topicId topicWeight
[(0, 0.026), (15, 0.024), (16, 0.07), (21, 0.056), (24, 0.104), (43, 0.015), (53, 0.046), (55, 0.015), (69, 0.124), (77, 0.015), (86, 0.044), (89, 0.03), (95, 0.019), (99, 0.253)]
simIndex simValue blogId blogTitle
same-blog 1 0.9594965 1909 andrew gelman stats-2013-06-21-Job openings at conservative political analytics firm!
Introduction: After posting that announcement about Civis Analytics, I wrote, “If a reconstituted Romney Analytics team is hiring, let me know and I’ll post that ad too.” Adam Schaeffer obliged : Not sure about Romney’s team, but Evolving Strategies is looking for sharp folks who lean right: Evolving Strategies is a political communications research firm specializing in randomized controlled experiments in the “lab” and in the “field.” ES is bringing a scientific revolution to free-market/conservative politics. We are looking for people who are obsessive about getting things right and creative in their work. A ideal candidate will have a deep understanding of the academic literature in their field, highly developed skills, a commitment to academic rigor, but an intuitive understanding of practical political concerns and objectives as well. We’re looking for new talent to help with our fast-growing portfolio in these areas: High-level data processing, statistical analysis and modelin
2 0.95237291 89 andrew gelman stats-2010-06-16-A historical perspective on financial bailouts
Introduction: Thomas Ferguson and Robert Johnson write : Financial crises are staggeringly costly. Only major wars rival them in the burdens they place on public finances. Taxpayers typically transfer enormous resources to banks, their stockholders, and creditors, while public debt explodes and the economy runs below full employment for years. This paper compares how relatively large, developed countries have handled bailouts over time. It analyzes why some have done better than others at containing costs and protecting taxpayers. The paper argues that political variables – the nature of competition within party systems and voting turnout – help explain why some countries do more than others to limit the moral hazards of bailouts. I know next to nothing about this topic, so I’ll just recommend you click through and read the article yourself. Here’s a bit more: Many recent papers have analyzed financial crises using large data bases filled with cases from all over the world. Our [Ferguson
3 0.94856119 406 andrew gelman stats-2010-11-10-Translating into Votes: The Electoral Impact of Spanish-Language Ballots
Introduction: Dan Hopkins sends along this article : [Hopkins] uses regression discontinuity design to estimate the turnout and election impacts of Spanish-language assistance provided under Section 203 of the Voting Rights Act. Analyses of two different data sets – the Latino National Survey and California 1998 primary election returns – show that Spanish-language assistance increased turnout for citizens who speak little English. The California results also demonstrate that election procedures an influence outcomes, as support for ending bilingual education dropped markedly in heavily Spanish-speaking neighborhoods with Spanish-language assistance. The California analyses find hints of backlash among non-Hispanic white precincts, but not with the same size or certainty. Small changes in election procedures can influence who votes as well as what wins. Beyond the direct relevance of these results, I find this paper interesting as an example of research that is fundamentally quantitative. Th
4 0.93320704 158 andrew gelman stats-2010-07-22-Tenants and landlords
Introduction: Matthew Yglesias and Megan McArdle argue about the economics of landlord/tenant laws in D.C., a topic I know nothing about. But it did remind me of a few stories . . . 1. In grad school, I shared half of a two-family house with three other students. At some point, our landlord (who lived in the other half of the house) decided he wanted to sell the place, so he had a real estate agent coming by occasionally to show the house to people. She was just a flat-out liar (which I guess fits my impression based on screenings of Glengarry Glen Ross). I could never decide, when I was around and she was lying to a prospective buyer, whether to call her on it. Sometimes I did, sometimes I didn’t. 2. A year after I graduated, the landlord actually did sell the place but then, when my friends moved out, he refused to pay back their security deposit. There was some debate about getting the place repainted, I don’t remember the details. So they sued the landlord in Mass. housing court
5 0.93290347 923 andrew gelman stats-2011-09-24-What is the normal range of values in a medical test?
Introduction: Geoffrey Sheean writes: I am having trouble thinking Bayesianly about the so-called ‘normal’ or ‘reference’ values that I am supposed to use in some of the tests I perform. These values are obtained from purportedly healthy people. Setting aside concerns about ascertainment bias, non-parametric distributions, and the like, the values are usually obtained by setting the limits at ± 2SD from the mean. In some cases, supposedly because of a non-normal distribution, the third highest and lowest value observed in the healthy group sets the limits, on the assumption that no more than 2 results (out of 20 samples) are allowed to exceed these values: if there are 3 or more, then the test is assumed to be abnormal and the reference range is said to reflect the 90th percentile. The results are binary – normal, abnormal. The relevance to the diseased state is this. People who are known unequivocally to have condition X show Y abnormalities in these tests. Therefore, when people suspected
7 0.91714549 1769 andrew gelman stats-2013-03-18-Tibshirani announces new research result: A significance test for the lasso
8 0.91542983 265 andrew gelman stats-2010-09-09-Removing the blindfold: visualising statistical models
9 0.91468138 198 andrew gelman stats-2010-08-11-Multilevel modeling in R on a Mac
10 0.91430926 856 andrew gelman stats-2011-08-16-Our new improved blog! Thanks to Cord Blomquist
11 0.91205871 898 andrew gelman stats-2011-09-10-Fourteen magic words: an update
12 0.91086787 1357 andrew gelman stats-2012-06-01-Halloween-Valentine’s update
13 0.91015387 749 andrew gelman stats-2011-06-06-“Sampling: Design and Analysis”: a course for political science graduate students
14 0.90902978 2367 andrew gelman stats-2014-06-10-Spring forward, fall back, drop dead?
15 0.90488112 1759 andrew gelman stats-2013-03-12-How tall is Jon Lee Anderson?
16 0.90429956 261 andrew gelman stats-2010-09-07-The $900 kindergarten teacher
17 0.89994466 1267 andrew gelman stats-2012-04-17-Hierarchical-multilevel modeling with “big data”
18 0.89867216 499 andrew gelman stats-2011-01-03-5 books
19 0.89549071 384 andrew gelman stats-2010-10-31-Two stories about the election that I don’t believe