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Confounder adjustment in large-scale linear structural models
www.statslab.cam.ac.uk/~qz280/publication/cate-mutual-fund/slides.pdf22 Jul 2024: I In R, run summary(lm(YX)).I Equivalent to a two-sample t-test with equal variance. ... Journal of Financial Economics, 33(1).7. Carhart, M. M. (1997). “On persistence in mutual fund performance.” Journal of Finance, 52(1). -
John Aston's Home Page - Publications
www.statslab.cam.ac.uk/~jada2/pubs.html10 Jun 2021: 2018. JAD Aston and C Kirch. Efficiency of change points tests in high dimensional settings, Electronic Journal of Statistics, 12: 1901-1947. ... I Hindrayanto, JAD Aston, SJ Koopman, M Ooms. Modeling trigonometric seasonal components for monthly -
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. ... Example with data from experiments on vehicle crash tests. Lecture 6 (May 25) Models for -
CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS QINGYUAN ZHAO AND TREVOR…
www.statslab.cam.ac.uk/~qz280/publication/pdp/paper.pdf22 Jul 2024: ICE is first introduced to discover. interaction between the predictor variables and visually test if the function g is additive. ... Journal of Economic Perspectives, 31(2):87–106, 2017. Judea Pearl. Comment: Graphical models, causality and -
Two-Sample Instrumental Variable Analysis: Challenges and Some…
www.statslab.cam.ac.uk/~qz280/publication/two-sample-iv/slides.pdf22 Jul 2024: Future work: Goodness-of-fit test of the statistical model. Good statistical fit more confidence in the results? ... TheReview of Economics and Statistics, 92(3):557–561, 2010. M. Katan. Apoupoprotein e isoforms, serum cholesterol, and cancer. -
Pathwise Methods and Robust GANs for Pricing and Hedging -…
www.statslab.cam.ac.uk/~mike/QF2023/Horvath.pdf17 Apr 2023: Image: Andrew Alden. The Signature MMD Two-Sample Test (Base Case,truncated signatures). ... Statistical power of test“Signature-based validation of real-world economic scenarios” [A.B.J. ′23] numerical analysis with synthetic data in order to -
Volatility Is (Mostly) Path-Dependent Julien Guyon Ecole des Ponts ...
www.statslab.cam.ac.uk/~mike/QF2023/Guyon.pdf11 Apr 2023: Training set: 2000–18; test set: 2019–22. A very challenging test set! ... Due to the Covid-19 pandemic, the test setincludes very different volatility regimes. -
• 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. -
Lecture Notes on Causal Inference(with corrections) Qingyuan Zhao May …
www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/notes-2021.pdf22 Jul 2024: The first approachtries to test the conditional independence A[n] Y[n](0) | X. ... A level-α randomisation test then rejects H0 if Pm α. 2.19 Theorem. -
Benchmarking stochastic optimization approaches for pension fund…
www.statslab.cam.ac.uk/~mike/QF2023/Consigli2.pdf14 Apr 2023: These preliminary results are in line with the in-sample tests and take fully into accountregulatory requirement and the complex PF liability structure. ... Computational tests. giorgio.consigli@ku.ac.ae. 38/39PFM methods’ benchmarking 14/04/2023
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