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Causal Inference
www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/slides.pdf3 Jun 2024: Judea Pearl (Turing Award, 2011); Joshua Angrist & Guido Imbens (Nobel Memorial Prize in Economics, 2021); James Robins, Miguel Hernán, Thomas Richardson, Andrea Rotnitzky, & Eric. ... Why is causal inference important? 1 Ubiquitous in many scientific -
John Hammersley
www.statslab.cam.ac.uk/~grg/papers/ham1-ph.html14 May 2004: He spent some years commuting to Harwell before returning in 1959 as a Senior Research Officer in the Institute of Economics and Statistics. -
Confounder adjustment in large-scale linear structural models
www.statslab.cam.ac.uk/~qz280/publication/cate-mutual-fund/slides.pdf3 Jun 2024: Journal of Financial Economics, 33(1).7. Carhart, M. M. (1997). “On persistence in mutual fund performance.” Journal of Finance, 52(1). -
ex.dvi
www.statslab.cam.ac.uk/~rrw1/stats/ex2nocom2.pdf22 Jan 2008: What lesson do you learn from this example? 11. (Lecture 9, Chi-squared tests of categorical data) A random sample of 59 peoplefrom the planet Krypton yielded the following results:. -
Figure 1: Top 20 sectors for direct mathematical sciences ...
www.statslab.cam.ac.uk/~frank/TALKS/MToday.pdf6 Oct 2016: a limit order book: thresholds, recurrence, and trading strategies, http://arxiv.org/abs/1504.00579. 3 Deloitte (2012) Measuring the Economic Benefits of Math-ematical Science Research in the UK, EPSRC, -
Stochastic Networks Conference, 2006
www.statslab.cam.ac.uk/~frank/TALKS/StochNet2006.pdf2 Jul 2006: Road Pricing: The Economic and Technical Possibilities. History • Pigou, Knight 1920s• Wardrop, Beckmann 1950s• Vickrey, Walter 1960s• Smeed Report, MoT 1964. ... Road Pricing: The Economic and Technical Possibilities. • Transport White Paper, -
Dynamic Routing Report
www.statslab.cam.ac.uk/~frank/DAR/dyroute.html21 Oct 1999: The secondary reason for fixed routing was that the telephone companies were reluctant to relinquish a large portion of network control to the network itself, because of the economic consequences if -
SISCER Module 12 Lecture 5: Instrumental variables
www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L5.pdf3 Jun 2024: IV in Economics: Effect of military service on earnings (Angrist, 1990). ... American Economic Review, 80(3):313–336. Gamazon, E. R., , Wheeler, H. E., Shah, K. -
Sensitivity analysis via stochastic programming
www.statslab.cam.ac.uk/~qz280/talk/icsds-2023/slides.pdf3 Jun 2024: Blattman, Christopher and Jeannie Annan (2010). “The Consequences of ChildSoldiering”. In: The Review of Economics and Statistics 92.4, pp. ... In:American Economic Review 93, pp. 126–132. Saltelli, Andrea et al. (2004). -
Curriculum Vitae
www.statslab.cam.ac.uk/~qz280/files/cv.pdf20 Mar 2024: 2024 London School of Economics (Statistics Joint Econometrics and Statistics Seminar); Univer-sity of East Anglia. ... 15. Journal of the Americal Statistical Association. 16. Journal of Business & Economic Statistics. -
Mendelian randomization
www.statslab.cam.ac.uk/~qz280/talk/mr-tutorial/slides.pdf3 Jun 2024: 7/40. IV in Economics: Effect of military service on earnings2. Lottery number Z Military service X Earning Y. ... administrative records. American Economic Review, 80(3), 313–336. 8/40. Results of the Vietnam-war lottery study. -
Clifford Paterson Slides
www.statslab.cam.ac.uk/~frank/CP/CPREAD/SLIDES/HTML/cpslides.html22 Sep 1995: coordination of players (traditionally an economic issue, involving externalities and incentive compatability). -
Sensitivity analysis for observational studies: Past, Present, and…
www.statslab.cam.ac.uk/~qz280/talk/uea-2024/slides.pdf3 Jun 2024: Blattman, Christopher and Jeannie Annan (2010). “The Consequences of ChildSoldiering”. In: The Review of Economics and Statistics 92.4, pp. ... In:American Economic Review 93, pp. 126–132. Rosenbaum, P. R. (1987). “Sensitivity analysis for -
paper.dvi
www.statslab.cam.ac.uk/~frank/CP/cp.pdf26 Apr 2009: of anengineering nature concerning stability and control over fast timescales Othersare of an economic nature involving coordination between distinct commercialentities In the development of standards technical and commercial aspects areoften -
The Bomber Problem Richard Weber† Adams Society of St ...
www.statslab.cam.ac.uk/~rrw1/talks/adams.pdf19 Jan 2012: In: Karreman H (ed) Stochastic Optimization and Control,Wiley, pp 173–209. Knapp KC, Olson LJ (1995) The economics of conjunctive groundwatermanagement with stochastic surface supplies. -
1 Explicit Congestion Control:charging, fairness and…
www.statslab.cam.ac.uk/~frank/PAPERS/ecc.pdf14 Feb 2010: hand, fairness has been considered an economic issue, involving static compar-. ... and economic issues, is likely to lessen and will increase the importance of an. -
Peter Whittle, 1927-2021 (Peter Whittle in 1985, by Peter ...
www.statslab.cam.ac.uk/~frank/PW/whittle_rss.pdf6 Sep 2021: later awarded the Nobel Prize in Economics for empirical research on cause and effect in the. ... economic phenomena. His book Probability via Expectation (1970, expanded in 2000) is an exposition of probability. -
Draft Memorial Tribute for the National Academy of Engineering ...
www.statslab.cam.ac.uk/~frank/PW/whittle_nae.pdf18 Aug 2021: later awarded the Nobel Prize in Economics for empirical research on cause and effect in the. ... economic phenomena. His book Probability via Expectation (1970, expanded in 2000) is an exposition of probability. -
93 1 TELE1RAFFIC AND DATA1RAFFIC in a Period of ...
www.statslab.cam.ac.uk/~frank/PAPERS/cin.pdf8 May 2009: In Arrow K J and Intriligator M D, editors, Handbook of Mathematical Economics, Vol 1, pages 285330, North Holland, 1981. -
gkjun2002.dvi
www.statslab.cam.ac.uk/~frank/PAPERS/tac.pdf29 May 2002: Workshop on InternetService Quality Economics, MIT 1999. Appendix. Consider a network with a set J of resources. -
A POWER-WEIGHTED VARIANT OF THE EU27 CAMBRIDGE COMPROMISE G. ...
www.statslab.cam.ac.uk/~grg/papers/USmss8rev1.pdf2 Sep 2011: 12. Theil, H., Schrage, L. (1977). The apportionment problem and the European Parliament.European Economic Review 9, 247–263. -
CHOICE OF NEIGHBOUR ORDER FOR NEAREST-NEIGHBOUR CLASSIFICATION RULE…
www.statslab.cam.ac.uk/~rjs57/HPSLV.pdf28 Aug 2007: other training sample sizes. The lessons that we learned from the other simulation. -
Simultaneous Hypothesis Testing using Internal Negative Controls…
www.statslab.cam.ac.uk/~qz280/publication/ranc/slides.pdf3 Jun 2024: Lesson. Good methodological ideas may hide in. the old literature;. the most recent literature;. -
CHARACTERIZING ATTAINABLE CLAIMS: A NEW PROOF MICHAEL R. TEHRANCHI ...
www.statslab.cam.ac.uk/~mike/papers/attainable.pdf26 Aug 2010: Journal of Economic Theory 20: 381–408.[5] J.M. Harrison and S.P. Pliska. -
Stability of End-to-End Algorithms for Joint Routing andRate Control…
www.statslab.cam.ac.uk/~frank/PAPERS/kv.pdf8 Jun 2015: 6. REFERENCES. [1] M. Beckmann, C.B. McGuire and C.B. Winsten.Studies in the Economics of Transportation. -
STATISTICAL MODELLING Part IIC, Michaelmas 2021Practical 3: Linear…
www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/P3.pdf3 Jun 2024: However, there is an important lesson to be learnt here. The way to interpret the negative coefficientis not that taller people have lower IQs, but that for a unit increase in -
Editorial: Special Issue on "Nonparametric Inference Under Shape …
www.statslab.cam.ac.uk/~rjs57/STS673.pdf29 Nov 2018: Shape-constrained proce-dures are also commonly used in economics (Matzkin,1991, Varian, 1984) and survival analysis, for instancein the interval-censoring problem and hazard func-tion estimation; see the recent ... In the first part of the paper, applica -
Optimization and Control Richard Weber, Lent Term 2016 Contents ...
www.statslab.cam.ac.uk/~rrw1/oc/oc2016.pdf8 Mar 2016: 6516.2 Problems in which time appears explicitly. 6616.3 Example: monopolist. 6616.4 Example: neoclassical economic growth. ... It is useful in the studyof a multitude of dynamical systems, in biology, communications, manufacturing, heathservices, finance -
Multi-armed Bandits and the Gittins Index Richard Weber Statistical…
www.statslab.cam.ac.uk/~rrw1/talks/msft_bandits_seminar.pdf7 Feb 2012: Achievable Performance Region Approach. • Many applications (economics, engineering,. ). What has Happened Since 1989? • ... Playing golf with N balls. Achievable Performance Region Approach. • Many applications (economics, engineering,. ). • -
Tel 01223 334940 e-mail masters-assistant@christs.cam.ac.uk web:…
www.statslab.cam.ac.uk/~frank/PAPERS/DfTHS2.pdf5 Oct 2015: the calculation of the economic benefits generated by HS2. Using the terminology of. ... Economic Case for HS2 (October 2013) of a distribution of benefit cost ratios, reflecting. -
PG5.dvi
www.statslab.cam.ac.uk/~rrw1/research/PG-Courcoubetis-Weber.pdf28 Jun 2006: Department of Computer Science, Athens University of Economics and Business, Patision 76, Athens10434, GR. ... References. [1] P. Antoniadis, C. Courcoubetis, and R. Mason. Comparing economic incentives in peer-to-peer networks. -
STATISTICAL MODELLING Part IICPractical 8: Contingency tables and…
www.statslab.cam.ac.uk/~rds37/teaching/statistical_modelling/Practical8.pdf11 Mar 2015: The first row records the meeting of a male Economics student and a female Law student, which did notresult in a match (match is 0). ... levels(SD_subj$subject_f) <- c("ArtsHumanities", "EconLaw", "EconLaw", "Sciences"). Now we need to add the -
ON BAYESIAN INFERENCE FOR SOME STATISTICAL INVERSEPROBLEMS WITH…
www.statslab.cam.ac.uk/~nickl/Site/__files/bnews.pdf6 Nov 2017: Identifying the functional param-eters f1,f2 from some observations in such a diffusionmodel is of fundamental importance in many appli-cations in modern science, e.g., in biology, physicsand economics. -
SISCER Module 12 Lecture 6: Negative Controls and…
www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L6.pdf3 Jun 2024: 2020). Can labor market policies reduce deaths ofdespair? Journal of health economics, 74:102372. -
Regression tree algorithms with applications to missing…
www.statslab.cam.ac.uk/files/whittlelectures/Trees.pdf12 May 2022: The lectures will present a mix of theory, methodology, andapplications, including examples from economics, medicine, public health, and automo-tive engineering. -
exsheet.dvi
www.statslab.cam.ac.uk/~rrw1/oc/exsheet2010.pdf16 Oct 2010: 8. In the neoclassical economic growth model, x is the existing capital per worker andu is consumption of capital per worker. -
Optimization and Control Richard Weber, Michaelmas Term 2014 Contents …
www.statslab.cam.ac.uk/~rrw1/oc/oc2014.pdf29 Nov 2014: 6416.2 Problems in which time appears explicitly. 6516.3 Example: monopolist. 6516.4 Example: neoclassical economic growth. ... It is useful in the studyof a multitude of dynamical systems, in biology, telecommunications, manufacturing,heath services, -
STATISTICAL MODELLING Part IIC, Michaelmas 2021 Practical 8:…
www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/P8.pdf3 Jun 2024: The first row records the meeting of a male Economics student and a female Law student, which didnot result in a match (match is 0). -
Maximum likelihood estimation of a multidimensional log-concave…
www.statslab.cam.ac.uk/~rjs57/CSSFinalLV.pdf24 Mar 2010: Theclass of log-concave densities has many attractive properties and has been well-studied, particularlyin the economics, sampling and reliability theory literature. ... See Bagnoli and Bergstrom(2005) for many other applications of log-concavity to -
BETS: The dangers of selection bias in early analyses ...
www.statslab.cam.ac.uk/~qz280/talk/ghent-2021/slides.pdf3 Jun 2024: 2 Base statistical inference on first principles. Final Lesson:. Data Quality Better Design Data Quantity Better Model. -
X Incentivized Optimal Advert Assignment via Utility Decomposition…
www.statslab.cam.ac.uk/~frank/PAPERS/oaa.pdf13 Jun 2014: It is well known in the economic literature that market clearing prices that equateto marginal utility will maximize aggregate utility. -
5. Lecture 6. Bayesian estimation Lecture 6. Bayesian estimation ...
www.statslab.cam.ac.uk/Dept/People/djsteaching/S1B-17-06-bayesian.pdf6 Feb 2017: Examples are spam filters, text and speech recognition, machine learning,bioinformatics, health economics and (some) clinical trials. -
Probability Theory and Statistics in High and Infinite Dimensions ...
www.statslab.cam.ac.uk/~nickl/Site/__files/Abstracts.pdf19 Jun 2014: Gaussian Approximations and Bootstrap with p >> n. Victor Chernozhukov. Victor Chernozhukov, Department of Economics, MIT, 50 Memorial Drive, E52-361B,. ... Gábor Lugosi. Gábor Lugosi, Department of Economics, Pompeu Fabra University, Ramon Trias -
List of Participants Radoslaw Adamczak University of Warsaw Mélisande …
www.statslab.cam.ac.uk/~nickl/Site/__files/List%20of%20Participants.pdf12 Jun 2014: Na Huang London School of Economics Arnold Janssen University of Dusseldorf Ata Kaban University of Birmingham Adam Kashlak University of Cambridge Gerard Kerkyacharian Université Paris VII Arlene Kim University of Cambridge -
Harry Kesten (1931–2019) A personal and scientific tribute Geoffrey…
www.statslab.cam.ac.uk/~grg/papers/kesten-ams3-small.pdf20 Mar 2020: Exciting and beau-tiful problems were formulated and solved, and con-nections with other fields of mathematics and science,both physical and socio-economic, were established.The general area attracted a -
5. Lecture 6. Bayesian estimation Lecture 6. Bayesian estimation ...
www.statslab.cam.ac.uk/Dept/People/djsteaching/S1B-17-06-bayesian-4.pdf6 Feb 2017: Examples are spam filters, text and speech recognition, machine learning,bioinformatics, health economics and (some) clinical trials. -
Observations on the Bomber Problem Richard Weber† Third International …
www.statslab.cam.ac.uk/~rrw1/talks/Stanford_bomber_seminar.pdf8 Jun 2011: In: Karreman H (ed) Stochastic Optimization and Control,Wiley, pp 173–209. Knapp KC, Olson LJ (1995) The economics of conjunctive groundwatermanagement with stochastic surface supplies. -
3954
www.statslab.cam.ac.uk/~rrw1/research/BP1r.pdf24 Nov 2003: http://www.siam.org/journals/sirev/44-1/39542.html†Columbia University, New York, NY 10027 (egc@ee.columbia.edu).‡Department of Computer Science, Athens University of Economics and Business, Athens, -
SHARP THRESHOLDS FOR THE RANDOM-CLUSTER AND ISING MODELS BENJAMIN ...
www.statslab.cam.ac.uk/~grg/papers/boxUS.pdf9 Feb 2010: SHARP THRESHOLDS FOR THE. RANDOM-CLUSTER AND ISING MODELS. BENJAMIN GRAHAM AND GEOFFREY GRIMMETT. Abstract. A sharp-threshold theorem is proved for box-crossing proba-bilities on the square lattice. The models in question are the random-clustermodel -
t.dvi
www.statslab.cam.ac.uk/~rrw1/timeseries/t.pdf21 Sep 2005: Time series. data occur naturally in many application areas. • economics - e.g., monthly data for unemployment, hospital admissions, etc.• finance - e.g., daily exchange rate, a share price, etc.• environmental -
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