Search for tag: "regression"

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27:20 DataX SCM Workshop 6-2022_Pouliot DataX SCM Workshop 6-2022_Pouliot	DataX SCM Workshop 6-2022_Pouliot control freedom degrees donors covariates model problem treatment lambda expectation estimator hat sample lot method coefficients question application criteria regression From Broadcast Broadcast Center Staff 0 likes 4 plays
57:52 DataX SCM Workshop 6-2022_Abadie DataX SCM Workshop 6-2022_Abadie	DataX SCM Workshop 6-2022_Abadie control intervention units unit characteristics outcome controls weights regression difference fact countries lot outcomes treatment predictors inference cases distribution estimator From Broadcast Broadcast Center Staff 0 likes 17 plays
03:00 Infrastructure and New Technology Adoption:… Infrastructure and New Technology Adoption: Assessing the Impact of Transmission Availability on New Solar and Wind Entries Using Power Plant Retirements as a Proxy, Emiri Morita, UG '22, (3953817)	Infrastructure and New Technology Adoption: Assessing the Impact of Transmission Availability on New Solar and Wind Entries Using Power Plant Retirements as a Proxy, Emiri Morita, UG '22, (3953817) In response to the climate crisis, many governments around the world have committed to decarbonizing its economy by 2050, requiring technological transitions backed by large infrastructure upgrades… wind infrastructure plant power availability effects megawatts counties transmission planning difference model regression characteristics location models entries retirement coal retirements From Research Princeton Research Day 2 likes 84 plays Date April 27th, 2022 Speaker Emiri Moria, UG '22 Department Economics
03:00 Severe impacts of wildfires on fine particulate… Severe impacts of wildfires on fine particulate air quality, Yuanyu Xie, Postdoc (3959280)	Severe impacts of wildfires on fine particulate air quality, Yuanyu Xie, Postdoc (3959280) Record-setting fires in the western United States over the last decade caused severe air pollution, loss of human life, and property damage. Enhanced drought and increased biomass in a warmer climate… pm2.5 climate change scenarios chemistry-climate model multiple linear regression model earth system model climate warming fires pollution fire model levels change scenario century end studies 1990s air wildfires decades standard smoke quality From Research Princeton Research Day 1 likes 18 plays Date April 27th, 2022 Speaker Yuanyu Xie Department Public and International Affairs
03:19 Public and private transportation in Chinese… Public and private transportation in Chinese cities: Impacts of population size, city wealth, urban typology, and the built environment, Xiangwen Fu, G4 (3954227)	Public and private transportation in Chinese cities: Impacts of population size, city wealth, urban typology, and the built environment, Xiangwen Fu, G4 (3954227) The development of urban transportation is affected by population size, city wealth, urban typology, and the built environment and has significant implications for urban sustainability. We analyze… urban scaling sustainable transportation chinese cities cities transportation models vehicle transit scaling environment topology population impacts transport evolution model regression pattern scale figure types size presentation From Research Princeton Research Day 1 likes 22 plays Date April 27th, 2022 Speaker Xiangwen Fu Department Public and International Affairs
02:52 SHOW ME THE MONEY: AN EMPIRICAL ANALYSIS OF THE… SHOW ME THE MONEY: AN EMPIRICAL ANALYSIS OF THE IMPACT OF WOMEN AND MINORITY OWNERSHIP ON PRIVATE EQUITY FUNDRAISING PERFORMANCE, Isabelle Grosgogeat, UG '22 (3961816)	SHOW ME THE MONEY: AN EMPIRICAL ANALYSIS OF THE IMPACT OF WOMEN AND MINORITY OWNERSHIP ON PRIVATE EQUITY FUNDRAISING PERFORMANCE, Isabelle Grosgogeat, UG '22 (3961816) Private equity has become favored as a haven for investors seeking to generate higher returns while improving portfolio diversification. Recent estimates suggest that private equity firms currently… target factors performance analysis sizes woman goals control comprehensiveness regression gap difference ownership industry capital response biases ability lack monotropism From Research Princeton Research Day 0 likes 13 plays Date May 5th, 2022 Speaker Isabelle Grosgogeat Department Operations Research and Financial Engineering
02:58:57 Intro to Machine Learning, Part 1 of 4 Intro to Machine Learning, Part 1 of 4	Intro to Machine Learning, Part 1 of 4 Intro to Machine Learning, Part 1 of 4 picscie research computing wintersession 2022 model kind machine function learning things training matrix lot decision features values loss parameters models network regression linear layer examples From Andrea Rubinstein 0 likes 25 plays Date January 18th, 2022 Speaker Savannah Thais Department PICSciE/Research Computing Location Zoom
03:55 Judicial Independence in the English Court of… Judicial Independence in the English Court of Appeal: The Effects of the Constitutional Reform Act (2005), Juan José López Haddad UG '22 (2313760)	Judicial Independence in the English Court of Appeal: The Effects of the Constitutional Reform Act (2005), Juan José López Haddad UG '22 (2313760) After a legislative reform the process of judicial appointments in the United Kingdom was changed to include an independent appointments commission.This paper applies empirical methods to determine… judicial independence constitutional reform act (2005) judicial appointments commission supreme court gilat levy endogenous exogenous empirical analysis multinomial logistic regression markov model panel data judges court government percent judiciary appointments appeal independence switch rate reversal model study promotion cra act reform levees analysis quality From Research Princeton Research Day 2 likes 102 plays Speaker Juan Jose Lopez Haddad Department Public Policy
02:55 Boomerang: The Effects of Authoritarianism and… Boomerang: The Effects of Authoritarianism and Pre-Migration Experiences on the Partisanship and Political Attitudes of First- and Second-Generation Latinos, Jorge Pereira, UG '21 (2296601)	Boomerang: The Effects of Authoritarianism and Pre-Migration Experiences on the Partisanship and Political Attitudes of First- and Second-Generation Latinos, Jorge Pereira, UG '21 (2296601) Following the micro-targeting of Latino national origin groups by the Biden and Trump campaigns during the 2020 election cycle, my thesis examines the role between pre-migration experiences and… partisanship party identification political party regression national origin prd21 generation thesis latinos attitudes wing country socialism migration 1980s 1970s politics dictatorships effect government democrats persecution americans parents experiences affiliation From Research Princeton Research Day 1 likes 28 plays Speaker Jorge Pereira, UG '21 Department Politics
11:31 OURSIP intern - Gabriel Grajeda OURSIP intern - Gabriel Grajeda	OURSIP intern - Gabriel Grajeda Summer Research Colloquium Research Summary - Improving Variable Importance Measures with a New Random Forest Algorithm variables tree question points algorithm prediction graph structure average relationships regression model princeton opportunity fields age split trees computer thousands From our Undergraduate Research 0 likes 12 plays Date July 30th, 2020 Speaker Gabriel Grajeda Location The Office of Undergraduate Research
06:42 Artificially Intelligent Assistance in Empirical… Artificially Intelligent Assistance in Empirical Economics Research	Artificially Intelligent Assistance in Empirical Economics Research Conventional statistical programming languages (R, Stata, Julia, etc.) have long been popular tools in empirical economics research, but they are limited in two dimensions. First, querying a dataset… prd20 sort athena economics query language machine lags series syntax autoregression regression selection yada economists learning science computer criteria vector dataset From Research Princeton Research Day 0 likes 84 plays Date April 29th, 2020 Speaker John Willett '20 Department Economics
44:20 GSS_14Aug2018_AMathews GSS_14Aug2018_AMathews	GSS_14Aug2018_AMathews captions_12_17_2020 modes mode confinement density lot features methods bit accuracy shots power kind classifiers beta class energy machine regression database probability From PPPL Admins 0 likes 27 plays
29:03 Su, Weijie "Statistical Inference for Online… Su, Weijie "Statistical Inference for Online Learning and Stochastic Approximation via Hierarchical Incremental Gradient Descent" May 14, 2018	Su, Weijie "Statistical Inference for Online Learning and Stochastic Approximation via Hierarchical Incremental Gradient Descent" May 14, 2018 PCTS "Bridging Mathematical Optimization, Information Theory and Data Science" pcts bridging mathematical optimization information theory and data science weijie su captions_12_17_2020 segments interval sgd confidence segment probability coverage times average point threads points regression thread length prediction error hybrid sample level From Broadcast Broadcast Center Staff 0 likes 158 plays Date May 14th, 2018 Speaker Weijie Su Department PCTS Location 407 Jadwin