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27:31 EEA 2021 - Linear Regression EEA 2021 - Linear Regression	EEA 2021 - Linear Regression Lecture for linear regression and non-parametric equivalent. linear regression model variable correlation analysis relationship variables variance residuals heteroscedasticity bit models assumption variation values assumptions log test x. From Kyle Dexter on March 4th, 2021 0 likes 38 plays 0 Licence Type Creative Commons - Attribution Non Commercial
33:20 Statistics in COVID-19: Simon Wood (School of… Statistics in COVID-19: Simon Wood (School of Mathematics, University of Edinburgh)	Statistics in COVID-19: Simon Wood (School of Mathematics, University of Edinburgh) Simon Wood (School of Mathematics, University of Edinburgh): Does the data know it should follow the science? When was R<1 and incidence in decline? The CfS Research Day gathered together experts… statistics covid-19 model infection lockdown thing bit hospital function likelihood infections distribution death incidence assumption lock deaths incidents log analysis smoothness things From Belle Taylor on March 1st, 2021 0 likes 5 plays 0 Publisher Centre for Statistics Licence Type All rights reserved Language English Date Created March 1st, 2021
56:44 Sara Wade & Karla Monterrubio-Gomez… Sara Wade & Karla Monterrubio-Gomez (Edinburgh): On MCMC for variationally sparse Gaussian processes: A pseudo-marginal approach.	Sara Wade & Karla Monterrubio-Gomez (Edinburgh): On MCMC for variationally sparse Gaussian processes: A pseudo-marginal approach. The subtitles/captions on this talk are being edited. They will be available within 2 weeks of the talk being published. 26 February 2021Sara Wade & Karla Monterrubio-Gomez (Edinburgh): On MCMC… statistics research function likelihood estimator scheme points covariance parameters process approximation hyperparameters matrix poisson block point quadrature log locations framework approach pseudo From OLLIE Quinn on March 1st, 2021 0 likes 12 plays 0 Licence Type All rights reserved Language English Date Created March 26th, 2021
06:05 Resistivity_Master_Curve_Matching Resistivity_Master_Curve_Matching	Resistivity_Master_Curve_Matching Description of how to do curve matching to a set of master curves used in 1-D resistivity surveying geophysics geosciences master log curve resistivity paper axis electrode curves layer values decades resistivities graph separation plot fit tracing scale instruction kappa From Wyn Williams on February 27th, 2021 0 likes 70 plays 0 Course Code EASC08008 Licence Type All rights reserved The University of Edinburgh Language English Date Created February 27th, 2021
47:46 ASR Lecture 9 part I ASR Lecture 9 part I	ASR Lecture 9 part I ASR Lecture 9: WFSTs for ASR (partial lecture due to technical issues) speech recognition transducer probability bit output symbol weights probabilities point composition word path log input sequence weight pizza outputs grandma recognition loop From Peter Bell on February 15th, 2021 0 likes 54 plays 0 Licence Type Creative Commons - Attribution Non Commercial Date Created February 8th, 2021
18:31 FDS-S2-02-2-5 Maximum likelihood estimation of… FDS-S2-02-2-5 Maximum likelihood estimation of logistic regression coefficients	FDS-S2-02-2-5 Maximum likelihood estimation of logistic regression coefficients We introduce the principle of maximum likelihood, and show how to derive the likelihood as a function of the coefficients for logistic regression. We also mention one topical application of logistic… inf2-fds beta log likelihood probability regression term failure function i. success sum naught principle coefficients point respect x. dataset equals thing From David Sterratt on January 20th, 2021 0 likes 125 plays 0 Course Code INFR08030 Publisher David Sterratt Licence Type Creative Commons - Attribution Non Commercial No Derivatives Language English Date Created January 20th, 2021
11:17 FDS-S2-02-2-4 The logistic regression classifier FDS-S2-02-2-4 The logistic regression classifier	FDS-S2-02-2-4 The logistic regression classifier We show how to make a logistic regression classifier, and, in the context of ethics, consider how transparent logistic regression can be made to people whose lives it affects. We also compare… inf2-fds regression log boundary probability credit decision classifier neighbours odds neighbour income ratio variables algorithm score customers approval beta linear age From David Sterratt on January 20th, 2021 0 likes 132 plays 0 Course Code INFR08030 Publisher David Sterratt Licence Type Creative Commons - Attribution Non Commercial No Derivatives Language English Date Created January 20th, 2021
10:14 FDS-S2-02-2-3 Multiple logistic regression and… FDS-S2-02-2-3 Multiple logistic regression and confidence and intervals	FDS-S2-02-2-3 Multiple logistic regression and confidence and intervals We extend logistic regression to multiple independent variables, and show how we can use the boostrap to estimate confidence intervals for coefficients, and to test hypotheses. inf2-fds odds beta regression hypothesis bootstrap intervals age confidence ratio hat method log credit coefficients coefficient variables fact statistic 95th dataset From David Sterratt on January 20th, 2021 0 likes 147 plays 0 Course Code INFR08030 Publisher David Sterratt Licence Type Creative Commons - Attribution Non Commercial No Derivatives Language English Date Created January 20th, 2021
25:56 Distillation Lecture 5 2020 part 3 Distillation Lecture 5 2020 part 3	Distillation Lecture 5 2020 part 3 Distillation Lecture 5 2020 Activity coefficients: derivation from Gibbs free energy times term activity equation coefficients expression log minus parameter a1 moles values lot gibbs energy respect n1 fact form suffix From John Christy on December 31st, 2020 0 likes 34 plays 0 Course Code CHEE11023 Publisher John Christy Licence Type All rights reserved The University of Edinburgh Language English (British) Date Created December 31st, 2020
26:09 REF2020: Francesco Giovanni Celiberto-… REF2020: Francesco Giovanni Celiberto- Higgs-plus-jet distributions as stabilizers of the high-energy resummation	REF2020: Francesco Giovanni Celiberto- Higgs-plus-jet distributions as stabilizers of the high-energy resummation REF2020: Francesco Giovanni Celiberto- Higgs-plus-jet distributions as stabilizers of the high-energy resummation higgs centre ref2020 scale jet analysis impact higgs log energy factor distribution scales mission question range factorization process calculation end jets deputy production From Lyndsey Ballantyne on December 18th, 2020 0 likes 5 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created December 10th, 2020
21:47 REF2020: Yossathorn Tawabutr- Helicity at Small… REF2020: Yossathorn Tawabutr- Helicity at Small x: Oscillations and LLA Corrections	REF2020: Yossathorn Tawabutr- Helicity at Small x: Oscillations and LLA Corrections REF2020: Yossathorn Tawabutr- Helicity at Small x: Oscillations and LLA Corrections higgs centre re2020 equation oscillation dipole quark log x. momentum flavours evolution sigma term delta helicity fraction law power amplitude quarks proton alpha From Lyndsey Ballantyne on December 18th, 2020 0 likes 0 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created December 9th, 2020
21:41 REF2020: Gregory Ridgway- The Regge limit at NNLL… REF2020: Gregory Ridgway- The Regge limit at NNLL with SCET	REF2020: Gregory Ridgway- The Regge limit at NNLL with SCET REF2020: Gregory Ridgway- The Regge limit at NNLL with SCET higgs centre ref2020 dimension diagrams glauber planar theory operators solution operator reggie log rapidity dimensions lot loop sector trajectory gluons perspective collinear cleaner From Lyndsey Ballantyne on December 18th, 2020 0 likes 2 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created December 7th, 2020
22:29 REF2020: Giuseppe Bozzi- Perturbative… REF2020: Giuseppe Bozzi- Perturbative uncertainties in the Drell-Yan spectrum at low qT	REF2020: Giuseppe Bozzi- Perturbative uncertainties in the Drell-Yan spectrum at low qT REF2020: Giuseppe Bozzi- Perturbative uncertainties in the Drell-Yan spectrum at low qT higgs centre ref2020 log solution alpha difference uncertainty equations equation renormalization function ways variation scale plot expression framework lock pseudo evolution instance functions From Lyndsey Ballantyne on December 11th, 2020 0 likes 1 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created December 7th, 2020
54:36 LMS Computer Science Colloquium - Igor Carboni… LMS Computer Science Colloquium - Igor Carboni Oliveira (Warwick)	LMS Computer Science Colloquium - Igor Carboni Oliveira (Warwick) An automated programme is used to generate the subtitles on this talk. You can remove the subtitles by pressing CC on the bottom toolbar. Igor Carboni Oliveira (Warwick) - Kolmogorov complexity,… icms complexity string primes representations bit probability algorithm distribution strings numbers problem theorem log complex question class proof representation sequence theory From Liam Holligan on November 19th, 2020 0 likes 29 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created November 19th, 2020
53:16 LMS Computer Science Colloquium - Kitty Meeks… LMS Computer Science Colloquium - Kitty Meeks (Glasgow)	LMS Computer Science Colloquium - Kitty Meeks (Glasgow) An automated programme is used to generate the subtitles on this talk. You can remove the subtitles by pressing CC on the bottom toolbar. Kitty Meeks (Glasgow) - From decision to approximate… icms witnesses decision counting algorithm witness problem probability times log subsets graph problems subset size elements element bit things vertex colour From Liam Holligan on November 19th, 2020 0 likes 15 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created November 19th, 2020
24:02 USMR lecture 9 part 3 USMR lecture 9 part 3	USMR lecture 9 part 3 the generalized linear model usmr psychology ppls statistics rstats model probability log linear likelihood deviance odds quality heads function bit times axis logits variables points distribution chi ratio table From Martin Corley on November 15th, 2020 0 likes 164 plays 0 Course Code PSYL11053 Licence Type Creative Commons - Attribution Language English Date Created November 15th, 2020

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