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Sensitivity analysis for observational studies: Looking back and…
www.statslab.cam.ac.uk/~qz280/talk/yale-biostats-2020-2/slides.pdf22 Jul 2024: The Reviewof Economics and Statistics, 92(4):882–898, 2010. doi:10.1162/REST a 00036. C. ... Biometrics, 69:803–811, 2013. G. W. Imbens. Sensitivity to exogeneity assumptions in program evaluation.American Economic Review, 93:126–132, 2003. -
Will competition-winning methods for causal inference also succeed in …
www.statslab.cam.ac.uk/~qz280/publication/acic-competition-comment/paper.pdf22 Jul 2024: REFERENCES. Angrist, J. D. and Krueger, A. B. (1999). Empirical strategies in labor economics. ... TheAmerican Economic Review Papers and Proceedings 93 126-132. Keele, L. and Small, D. -
Causal Inference
www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/slides.pdf22 Jul 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 -
Confounder adjustment in large-scale linear structural models
www.statslab.cam.ac.uk/~qz280/publication/cate-mutual-fund/slides.pdf22 Jul 2024: Journal of Financial Economics, 33(1).7. Carhart, M. M. (1997). “On persistence in mutual fund performance.” Journal of Finance, 52(1). -
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). -
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. -
Two-Sample Instrumental Variable Analysis: Challenges and Some…
www.statslab.cam.ac.uk/~qz280/publication/two-sample-iv/slides.pdf22 Jul 2024: TheReview of Economics and Statistics, 92(3):557–561, 2010. M. Katan. Apoupoprotein e isoforms, serum cholesterol, and cancer. -
Michael's major contributions to stochastic optimization and…
www.statslab.cam.ac.uk/~mike/QF2023/Consigli1.pdf18 Apr 2023: Outline. A short summary of Michael’s CV. Stochastic optimization, Financial Economics and Computations. ... Research path (3): Financial economics. There wouldn’t be a research area as applied stochastic optimization to economics and finance -
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. -
Origins of scaling and power law fluctuations in acompetitive ...
www.statslab.cam.ac.uk/~mike/QF2023/Tebaldi.pdf17 Apr 2023: 2 / 36. The challenge of Critical Phenomena in Economics. • Quantitative Finance community is setting new benchmarks and newchallenges to mainstream economic sciences! • ... Gabaix. 4 / 36. Normative vs Descriptive Models in Economics‘Economists -
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. -
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 -
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. -
Correlation scenarios and correlation stress testing
www.statslab.cam.ac.uk/~mike/QF2023/Packham.pdf14 Apr 2023: and Woebbeking, F.: Correlation scenarios and correla-. tion stress testing. Journal of Economic Behavior and Organization,. ... Natalie Packham. Professor of Mathematics and Statistics. Berlin School of Economics and Law. -
Review of elements of methodology for HS2 business case ...
www.statslab.cam.ac.uk/~frank/PAPERS/Review_dft.pdf5 Oct 2015: I greatly welcome the inclusion in the Economic Case for HS2 (October 2013) of distributions of. ... linear between (Q0,T0) and (Q1,T1). Otherwise, as explained in Section 8.3 of the Economic Case for. -
IB Optimisation: Lecture 4
www.statslab.cam.ac.uk/~mike/optimisation/lecture4.pdf30 Apr 2020: Economic interpretation of supporting hyperplaneSuppose that a market for raw material sprung into existence.The shadow price λj of the j-th raw material should be the highestprice such that the ... Lagrangian necessityShadow prices. The dual -
Discussion of Random Projection Ensemble Classificationby Timothy I.…
www.statslab.cam.ac.uk/~rds37/papers/CHEN_SHAH.pdf2 Jan 2020: Samworth. Yining ChenLondon School of Economics and Political Science, London, U.K. -
• Ingenia 29
www.statslab.cam.ac.uk/~frank/PAPERS/ingenia.pdf29 Dec 2006: What are the challenges and, in particular, whattechnology, economic and networkmodelling issues need to be overcome tomake it happen? ... of existing policy instrumentshave become apparent, and the economic damage ofcongestion is rapidly increasing. -
Road pricing
www.statslab.cam.ac.uk/~frank/PAPERS/herstmonceux.pdf26 Dec 2008: 3 Vickrey's first degree was in Mathematics and Electrical Engineering from Yale, and he shared the Nobel Prize for Economics in 1996. ... 6 Beckmann, M., McGuire, C.B. and Winsten, C.B. 1956 Studies in the Economics of Transportation. -
title style is obviously the style for all the main titles on the page
www.statslab.cam.ac.uk/~frank/PAPERS/FST.pdf1 Aug 2006: In the future we can expect the technologies of wireless communication, mobile computing and geographical positioning to transform the economics of transport, allowing better matching of supply to demand with unprecedented ... www.foundation.org.uk/pdf18/ -
Pathwise Methods and Robust GANs for Pricing and Hedging -…
www.statslab.cam.ac.uk/~mike/QF2023/Horvath.pdf17 Apr 2023: Statistical power of test“Signature-based validation of real-world economic scenarios” [A.B.J. ′23] numerical analysis with synthetic data in order to measure the statistical power then use it ... between models and demonstrate the potential of the -
Beyond convexity
www.statslab.cam.ac.uk/~mike/QF2023/James.pdf12 Apr 2023: Investors should seek independent professional advice and draw their own conclusions regarding suitability of any transaction including the economic benefits, risks, legal, regulatory, credit, accounting and tax implications. ... European Economic Area: -
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, -
MAHD-CV-26.3.2018 (002)
www.statslab.cam.ac.uk/~mike/QF2023/MAHD-CV-26.3.2018.pdf4 Jul 2023: 1970-71 Visiting Senior Fellow, Manchester Business School. 1970 Visiting Professor of Mathematics and Economics, Institute for Quantitative Analysis of Social and Economic Policy, University of Toronto. ... 1978 D S Collat, Voting and the Formation of -
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, -
paper.dvi
www.statslab.cam.ac.uk/~frank/mmi.pdf6 Sep 2012: References. M Beckmann CB McGuire and CB Winsten Studies in the Economics of Transportation Cowles Commission Monograph Yale University. ... P Key and L Massoulie User policies in a network implementingcongestion pricing Workshop on Internet Service -
Lecture Notes on Causal Inference(with corrections) Qingyuan Zhao May …
www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/notes-2021.pdf22 Jul 2024: Economics. Maths. Engineering. Computer Science. 0% 20% 40% 60% 80% 100%. ... Applications are often related to humans (biology, public health, economics, politicalsciences.). -
Benchmarking stochastic optimization approaches for pension fund…
www.statslab.cam.ac.uk/~mike/QF2023/Consigli2.pdf14 Apr 2023: giorgio.consigli@ku.ac.ae. 4/39PFM methods’ benchmarking 14/04/2023 ku.ac.ae. Fundamentals of PF economics. We consider an asset-liability management (ALM) model for a defined-benefit -
IPCost Article – Outline
www.statslab.cam.ac.uk/~frank/PAPERS/DHK.pdf10 May 2004: At some point, the economics of provisioning will require the charging structure for internet access to be modified to take account of QoS differences and traffic volumes, at least at the ... All of these effects mean that policy-makers and regulators, -
Incentivizing Participation in Resource-sharing Networks Richard…
www.statslab.cam.ac.uk/~rrw1/talks/labseminar.pdf11 Oct 2007: References. Public good provision with many participants, M. Hellwig, Reviewof Economic Studies (2003) 70(3):589–614. ... Economic Model. The Social Planner's Problem. Nonrivalrous, Nonexcludable Resources. The Mechanism Design Problem. -
jmh_obit3.dvi
www.statslab.cam.ac.uk/~grg/papers/jmh_obit3.pdf14 May 2004: He spent some years commuting to Harwell before returning in 1959 as aSenior Research Officer in the Institute of Economics and Statistics. -
The Multi-Armed Bandit Problem: Index Theory Since Gittins Richard ...
www.statslab.cam.ac.uk/~rrw1/talks/gocps.pdf7 Feb 2013: 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,. ). • -
ks_nov99.dvi
www.statslab.cam.ac.uk/~frank/AUCTION/auction.pdf4 Nov 1999: resources: an experimental approach. Rand Journal of Economics 20 1–25. Bernheim, B.D., M. ... Bell Journal of Economics 13 402–417. Rothkopf, M.H., A. Pekeč, R.M. -
2600523 237..252
www.statslab.cam.ac.uk/~frank/rate.pdf17 Sep 2001: feedback operating on fast time-scales, while fairness has. been considered an economic issue, involving static. ... is likely to lessen the distinction between engineering and. economic issues and increase the importance of an inter-. -
Models for a self-managed Internet
www.statslab.cam.ac.uk/~frank/PAPERS/smi.pdf15 Apr 2009: In Workshop on Internet Service Quality Economics, MIT 1999. (See http://research.microsoft.com/research/network/disgame.htm.). ... In Workshop on Internet Service Quality Economics,MIT 1999. Zachary, S. 2000 Dynamics of large uncontrolled loss networks. -
Measurement-based connection admission control R. J. Gibbensa� and F. …
www.statslab.cam.ac.uk/~frank/mbcac.pdf8 May 2009: McKnight and J. P. Bailey,. editors,Internet Economics. MIT Press, 1996.13. F. -
Volatility Is (Mostly) Path-Dependent Julien Guyon Ecole des Ponts ...
www.statslab.cam.ac.uk/~mike/QF2023/Guyon.pdf11 Apr 2023: Volatility Is (Mostly) Path-Dependent. An information-theoretical/financial economics argument. Contrary to SV models, PDV models do not require adding extra sourcesof randomness to generate rich spot-vol dynamics: they -
THE DISPUTED GARMENT PROBLEM:THE MATHEMATICS OF BARGAINING &…
www.statslab.cam.ac.uk/~rrw1/talks/mmp08.pdf26 Nov 2015: The Bargaining Problem’,Econometrica 18 (1950). ‘Two-person Cooperative Games’,Econometrica 21 (1953). Nobel Prize in Economics (1994). ... Game-Theoretic Analysis of a Bankruptcy Problem from theTalmud, Journal of Economic Theory (1985). -
Z:/helmut/Projekte/JUCS_2008/accepted_papers/Soursos/source_files/sour…
www.statslab.cam.ac.uk/~rrw1/publications/Souros%20-%20Courcoubetis%20-Weber%202008%20Dynamic%20bandwidth%20pricing%20Provision%20cost%20market%20size%20effective%20bandwidths%20and%20price%20games.pdf15 Sep 2011: Sergios Soursos, Costas Courcoubetis(Athens University of Economics and Business, Greece. {sns, courcou}@aueb.gr)Richard Weber. ... Key Words: network economics, contracts, pricing, bandwidth on demand, effectivebandwidths, statistical multiplexing, -
Analysis of Peer-to-Peer File Dissemination Jochen Mundinger∗,…
www.statslab.cam.ac.uk/~rrw1/publications/Mundinger%20-%20Weber%20-Weiss%202006%20Analysis%20of%20peer-to-peer%20file%20dissemination.pdf15 Sep 2011: Cohen. Incentives build robustness in BitTorrent. Proceedings of the Workshop on Economics of Peer-to-PeerSystems, Berkeley, CA, 2003. -
" SCHEDULING STOCHASTIC JOIlS ON PARALLEL MACHINES TO HINHIIZE…
www.statslab.cam.ac.uk/~rrw1/publications/Weber%201982%20Scheduling%20stochastic%20jobs%20on%20parallel%20machines%20to%20minimize%20makespan%20or%20flowtime.pdf19 Sep 2011: game theory and mathematical economics. The uniform, gamma,. hyperexponential, folded-normal and I-Ieibull distributions all have SC. -
bc98_crc_with_ref.dvi
www.statslab.cam.ac.uk/~rrw1/publications/Courcoubetis%20-%20Kelly%20-%20Siris%20-%20Weber%201998%20A%20Study%20of%20simple%20usage-based%20charging%20schemes%20for%20broadband%20networks.pdf15 Sep 2011: let nj be the number of connections of type j, and let n = (n1; : : :;nJ).We suppose that after taking into account all economic factors (such as demand andcompetition) the proportions -
Scheduling Jobs with Stochastic Processing Requirements on Parallel…
www.statslab.cam.ac.uk/~rrw1/publications/Weber%201982%20Scheduling%20jobs%20with%20stochastic%20processing%20requirements%20on%20parallel%20machines%20to%20minimize%20makespan%20or%20flowtime.pdf15 Sep 2011: Karlin (1968) has made a detailed study of sign-consistent densities. He and other authors have described their importance in areas of statistical theory, reliability, game theory and mathematical economics (P61ya -
paper3.dvi
www.statslab.cam.ac.uk/~rrw1/publications/Courcoubetis%20-%20Kelly%20-%20Weber%202000%20Measurement%20based%20charging%20in%20communication%20networks.pdf15 Sep 2011: Wesuppose that after taking into account all economic factors (such as sensitivity of demandsto prices, competition, and so forth) the proportions of trac of each of the J types remainsclose to -
3954
www.statslab.cam.ac.uk/~rrw1/publications/Coffman%20...%20Weber%202002%20Perfect%20packing%20theorems%20and%20the%20average%20case%20behavior%20of%20optimal%20and%20online%20bin%20packing.pdf15 Sep 2011: 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, -
P:TEXSIDMA�-3Õ93Õ93
www.statslab.cam.ac.uk/~rrw1/publications/Coffman%20...%20Weber%202000%20Bin%20packing%20with%20discrete%20item%20sizes,%20Part%20I%20Perfect%20packing%20theorems.pdf15 Sep 2011: of this author was completed while at Bell Labs.‡Department of Computer Science, Athens University of Economics and Business, Athens, Greece. -
Monotonic and Insensitive Optimal Policies for Control of Queues with …
www.statslab.cam.ac.uk/~rrw1/publications/Stidham%20-%20Weber%201989%20Monotonic%20and%20insensitive%20optimal%20policies%20for%20control%20of%20queues%20with%20undiscounted%20costs.pdf15 Sep 2011: These benefits include the discovery of additional, unantici- pated properties of optimal policies or counterexam- ples to the obvious monotonicity of optimal policies, when not so obvious economic or probabilistic con- -
A survey of Markov decision models for control of networks of queues
www.statslab.cam.ac.uk/~rrw1/publications/Stidham%20-%20Weber%201993%20A%20survey%20of%20Markov%20decision%20models%20for%20control%20of%20networks%20of%20queues.pdf15 Sep 2011: Queueing Systems 13 (1993) 291-314 291. A survey of Markov decision models for control of networks of queues. Shaler S t i d h a m jr.1. Department of Operations Research, CB 3180, Smith Building, University of North Carolina, ChapelHill,
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