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  2. Economic Benefits

    www.statslab.cam.ac.uk/~frank/PAPERS/deloitte.html
    15 May 2023: Measuring the Economic Benefits of Mathematical Sciences Research in the UK. ... Measuring the Economic Benefits of Mathematical Sciences Research in the UK,.
  3. 23 1/I/10H Statistics Use the generalized likelihood-ratio test to ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2004.pdf
    28 Apr 2023: You should explain carefully the assumptions underlyingthe test. 1/II/21H Statistics. State and prove the Rao–Blackwell Theorem. ... Find the best test of size α, 0 < α < 1, of the hypothesisH0 : θ = θ0 against H1 : θ = θ1, where θ1 > θ0.
  4. 24 Feb 2023: Stanford University (September 2006 - June 2011) PhD in Mathematics. University of Michigan, Ann Arbor (2002-2006) Bachelors in Mathematics, Computer Science, and Economics (highest distinction, summa cum laude, GPA
  5. Talks

    www.statslab.cam.ac.uk/~frank/TALKS/
    18 Sep 2023: MITACS meeting on Network and Internet Economics, Vancouver, May 2011. EURANDOM, Netherlands, April 2011. ... The Human Dimension of Risk, Cambridge, December 2010. Economic perspectives on congestion (abstracts).
  6. 47 A1/12 B1/15 Principles of Statistics (i) Explain in ...

    www.statslab.cam.ac.uk/~lab85/resources/PoS2002.pdf
    28 Apr 2023: Show that we may construct a different, randomised, size α test with the samepower function for θ > θ0. ... f(x; θ) = h(x)g(θ) exp{θt(x)} , x R. Explain in detail how you would test.
  7. PRINCIPLES OF STATISTICS – EXAMPLES 2/4 Part II, Michaelmas ...

    www.statslab.cam.ac.uk/~lab85/resources/PoSM23b.pdf
    31 Oct 2023: From this limiting result: (i) derive a test for the hypothesis H0 : θ = θ0 vs. ... For all these models, derive explicit expressions for the likelihood ratio test statistic ofa simple hypothesis test of H0 : θ = θ0, θ0 Θ, vs.
  8. 26 1/I/3H Statistics State the factorization criterion for sufficient …

    www.statslab.cam.ac.uk/~lab85/resources/Stats2002.pdf
    28 Apr 2023: What is the result of applying this test at the 0.01 level? [ ... tostrength tests, the number out of the six blocks failing the test being recorded in thefollowing table:.
  9. STATISTICS Part IBExample Sheet 2 (of 3) Lent 2022 ...

    www.statslab.cam.ac.uk/~lab85/resources/StatsL23b.pdf
    27 Apr 2023: By first deriving the MLEs under each hypothesis, show that the likelihood ratio andPearson’s chi-squared tests are identical to those for the independence test. ... Is the test uniformly most powerfulfor testing H0 : θ = θ0 against H1 : θ > θ0?
  10. 59 1/II/27I Principles of Statistics An angler starts fishing ...

    www.statslab.cam.ac.uk/~lab85/resources/PoS2008.pdf
    28 Apr 2023: What arethe size and power of the test in terms of α and β? ... Is φkadmissible as a test of H0 against Hθ for every θ (0, 1)?
  11. 44 Paper 1, Section I 7H StatisticsSuppose that X1, ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2019.pdf
    27 Apr 2023: test to test the hypothesis H1 : σ2 > σ̃2 against the hypothesis H0 : σ. ... 2 = σ̃2. Does the F-test depend on whether µ, µ̃ are known?
  12. 53 1/II/27I Principles of Statistics State Wilks’ Theorem on ...

    www.statslab.cam.ac.uk/~lab85/resources/PoS2005.pdf
    28 Apr 2023: Explain why for large n thelikelihood-ratio test and the t-test are nearly the same. ... Howcould you use this to make a test of H0 against H1 : µ Θ1?
  13. 42 Paper 1, Section I 7H StatisticsConsider an estimator ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2014.pdf
    28 Apr 2023: You do not need to derive the test.] What conclusion shouldbe reported to the doctor? ... What is the size of this test? Write down an expression forits power.
  14. PRINCIPLES OF STATISTICS – EXAMPLES 2/4 Part II, Michaelmas ...

    www.statslab.cam.ac.uk/~lab85/resources/PoSM22b.pdf
    27 Apr 2023: From this limiting result: (i) derive a test for the hypothesis H0 : θ = θ0 vs. ... For all these models, derive explicit expressions for the likelihood ratio test statistic ofa simple hypothesis test of H0 : θ = θ0, θ0 Θ, vs.
  15. 42 Paper 1, Section I 7H StatisticsX1, X2, . ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2018.pdf
    27 Apr 2023: 8H StatisticsDefine a simple hypothesis. Define the terms size and power for a test of one simple. ... Construct a best test of size 0.05 for the null hypothesis.
  16. STATISTICS Part IBExample Sheet 3 (of 3) Lent 2022 ...

    www.statslab.cam.ac.uk/~lab85/resources/StatsL23c.pdf
    27 Apr 2023: Find thelikelihood ratio test of size α. (b) The scientist repeats the test in part (a) for each characteristic j = 1,. ... ratio test of equality of means rejects H0 if. 1I1. Ii=1 ni(Y i Y )2.
  17. 80 Paper 3, Section II27I Principles of Statistics What ...

    www.statslab.cam.ac.uk/~lab85/resources/PoS2009.pdf
    28 Apr 2023: For a problem with random variable X and real parameter θ, define monotonelikelihood ratio (MLR) and monotone test. ... Let φ be a monotonetest, with power function γ() , and let φ′ be any other test, with power function γ′().
  18. 53 1/II/27J Principles of Statistics (a) What is a ...

    www.statslab.cam.ac.uk/~lab85/resources/PoS2006.pdf
    28 Apr 2023: Itis required to test H0 : θ = 12 against the alternative H1 : θ (0, 1). ... Show that theconstruction of a likelihood-ratio test leads us to the statistic.
  19. 40 Paper 1, Section I 7H Statistics(a) State and ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2017.pdf
    28 Apr 2023: Find a most powerful test of size α of H0 : θ = 0 versus H1 : θ = 1. ... Find a uniformly most powerful test of size α of H0 : θ = 0 versus H1 : θ > 0.
  20. 41 A1/12 B1/15 Principles of Statistics (i) What are ...

    www.statslab.cam.ac.uk/~lab85/resources/PoS2001.pdf
    28 Apr 2023: Part II. 43. A3/12 B3/15 Principles of Statistics. (i) Explain what is meant by a uniformly most powerful unbiased test of a nullhypothesis against an alternative. ... Let the distribution of Y1,. ,Yn be as in (i) above, and suppose we wish to test,as in
  21. 76 Paper 1, Section II 28J Principles of StatisticsThe ...

    www.statslab.cam.ac.uk/~lab85/resources/PoS2010.pdf
    28 Apr 2023: How might you apply theKolmogorov–Smirnov test to test the hypothesis H0?
  22. 77 Paper 1, Section II29J Principles of Statistics State ...

    www.statslab.cam.ac.uk/~lab85/resources/PoS2020.pdf
    28 Apr 2023: Θ = R (0,). Derive the likelihood ratio test statistic Λn(Θ, Θ0) for the compositehypothesis.
  23. 84 Paper 2, Section II 26K Principles of StatisticsWe ...

    www.statslab.cam.ac.uk/~lab85/resources/PoS2017.pdf
    28 Apr 2023: d) For Σ = Id, we want to test the null hypothesis Θ0 = {0} (i.e.
  24. 78 Paper 4, Section II 28J Principles of StatisticsWe ...

    www.statslab.cam.ac.uk/~lab85/resources/PoS2019.pdf
    28 Apr 2023: Suppose we wanted to test the nullhypothesis that our data arises from the model in part (a).
  25. STATISTICS Part IBExample Sheet 1 (of 3) Lent 2022 ...

    www.statslab.cam.ac.uk/~lab85/resources/StatsL23a.pdf
    27 Apr 2023: STATISTICS Part IBExample Sheet 1 (of 3) Lent 2022. 1. Ask your supervisor to test you on the sheet of common distributions on the course website.
  26. 28 1/I/7C Statistics Let X1, . . . ,Xn ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2007.pdf
    28 Apr 2023: Explain carefully how the test should be implemented. 1/II/18C Statistics. Let X1,. ... yθ1eydy and θ > 1 is unknown. Find the most powerful test of size α,.
  27. 40 Paper 1, Section I 7E StatisticsSuppose X1, . ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2010.pdf
    28 Apr 2023: Derive and carry out an appropriate test at the 5% significance level of thehypothesis that the advertisement has had no effect on people’s preferences.
  28. 38 Paper 1, Section I 7H StatisticsConsider the experiment ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2011.pdf
    28 Apr 2023: σ2X, σ2Y are unknown. Derive the generalised likelihood ratio test of size α of the null.
  29. 78 Paper 1, Section II 28K Principles of StatisticsDefine ...

    www.statslab.cam.ac.uk/~lab85/resources/PoS2011.pdf
    28 Apr 2023: How could you use the sample correlation r to test the hypothesis ρ = 0?
  30. 32 1/I/7D Statistics The fast-food chain McGonagles have three ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2005.pdf
    28 Apr 2023: It is desiredto test the hypothesis. H0 : f = f0 against H1 : f = f1,. ... You should state, but need not derive, the distribution of the test statistic.].
  31. UNIVERSITY OF CAMBRIDGE Faculty of Mathematics SCHEDULES OF LECTURE…

    www.statslab.cam.ac.uk/~lab85/resources/schedules2324.pdf
    31 Oct 2023: Comparison and ratio tests, alternating series test. [6]. ContinuityContinuity of real- and complex-valued functions defined on subsets of R and C.
  32. UNIVERSITY OF CAMBRIDGE Faculty of Mathematics SCHEDULES OF LECTURE…

    www.statslab.cam.ac.uk/~lab85/resources/schedules1920.pdf
    2 May 2023: Comparison and ratio tests, alternating series test. [6]. ContinuityContinuity of real- and complex-valued functions defined on subsets of R and C.
  33. 42 Paper 1, Section I 7H StatisticsDescribe the generalised ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2012.pdf
    28 Apr 2023: It is desired to test the hypothesis H0 : λ = µ against H1 : λ 6= µ. ... Let w(θ) denote the power function of this test at θ (> 1).
  34. 48 Paper 1, Section I7H Statistics What does it ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2009.pdf
    28 Apr 2023: What is the critical region C of a test of the null hypothesis H0 : θ Θ0 against. ... the alternative H1 : θ Θ1? What is the size of a test with critical region C?
  35. 41 Paper 1, Section I 7H StatisticsLet x1, . ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2013.pdf
    28 Apr 2023: It. is desired to test H0 : f(x) = 1 against H1 : f(x) = 2x. ... Let δ : [0, 1] {0, 1} define a test by δ(x1) = i ‘accept Hi’.
  36. 39 Paper 1, Section I6H Statistics State the Rao-Blackwell ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2022.pdf
    27 Apr 2023: d) Describe a test of size α for the null hypothesis H0 : σ21 = σ. ... Suppose thereexists a likelihood ratio test of size α for H0 against H1.
  37. 25 1/I/3D Statistics Let X1, . . . ,Xn ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2001.pdf
    28 Apr 2023: Define the terms size and power for a test of onesimple hypothesis against another. ... Part IB. 26. 2/II/12D Statistics. What is meant by a generalized likelihood ratio test?
  38. UNIVERSITY OF CAMBRIDGE Faculty of Mathematics SCHEDULES OF LECTURE…

    www.statslab.cam.ac.uk/~lab85/resources/schedules1819.pdf
    2 May 2023: Comparison and ratio tests, alternating series test. [6]. ContinuityContinuity of real- and complex-valued functions defined on subsets of R and C.
  39. 46 A1/12 B1/15 Principles of Statistics (i) A public ...

    www.statslab.cam.ac.uk/~lab85/resources/PoS2003.pdf
    28 Apr 2023: How might the parametric bootstrapbe used to obtain a test of H0 of exact size α? ... Your account should include a discussion of natural statistics andtheir properties and of various conditional tests on natural parameters.
  40. 29 1/I/7C Statistics A random sample X1, . . ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2006.pdf
    28 Apr 2023: It is desired to test the hypothesis H0 : θ 0 against thealternative H1 : θ > 0. ... Show that there is a uniformly most powerful test of size α = 1/20and identify a critical region for such a test in the case n = 9.
  41. 45 Paper 1, Section I 7H StatisticsLet X1, . ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2016.pdf
    28 Apr 2023: Find the criticalregion of the most powerful test of size α for the hypotheses H0 : λ = 1 versus H1 : λ = 2.Determine whether or not this test is uniformly most powerful ... Prove that the power function of this test is of theform w(α,β,σ2) =
  42. 57 1/II/27I Principles of Statistics Suppose that X has ...

    www.statslab.cam.ac.uk/~lab85/resources/PoS2007.pdf
    28 Apr 2023: If it is, how (according to the conditionalityprinciple) do we test hypotheses on ψ? ... Explain when this test may be used. (ii) Independent identically-distributed observations X1,.
  43. 31 1/I/3H Statistics Derive the least squares estimators α̂ ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2003.pdf
    28 Apr 2023: Derive carefully the test of homogeneity and test the hypothesis that the distributions ofscores among students in the two cities are the same. ... Conduct a goodness-of-fit test at the 0.05 level for the null hypothesis that the coins areall fair.
  44. UNIVERSITY OF CAMBRIDGE Faculty of Mathematics SCHEDULES OF LECTURE…

    www.statslab.cam.ac.uk/~lab85/resources/schedules2021.pdf
    2 May 2023: Comparison and ratio tests, alternating series test. [6]. ContinuityContinuity of real- and complex-valued functions defined on subsets of R and C.
  45. 41 Paper 1, Section I 7H StatisticsSuppose that X1, ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2015.pdf
    28 Apr 2023: For 0 < α < 1, derive the test that is most powerful among all tests of size atmost α. ... x6. Explain how to obtain anapproximate size 0.05 test using the value of T.
  46. 83 Paper 1, Section II29J Principles of Statistics Let ...

    www.statslab.cam.ac.uk/~lab85/resources/PoS2021.pdf
    28 Apr 2023: b) Suppose you do not have access to the quantiles of the sampling distribution ofthe Kolmogorov–Smirnov test statistic. ... Describe a test of H0 : F = F0 with size exactly 1/(m 1).
  47. 35 1/I/7H Statistics A Bayesian statistician observes a random ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2008.pdf
    28 Apr 2023: ii) Find the form of the size-α likelihood–ratio test of the hypothesis. ... The t-test of the null hypothesis that α = 0 against an unrestricted alternativedoes not reject the null hypothesis.
  48. 45 Paper 1, Section I 6H StatisticsLet X1, . ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2021.pdf
    27 Apr 2023: Conduct a 5% significance level test of the null hypothesis that the medicine andplacebo have the same effect, against the alternative that their effects differ. ... Find a uniformly most powerful test of size α of H0 : θ = 0 againstH1 : θ > 0.
  49. UNIVERSITY OF CAMBRIDGE Faculty of Mathematics SCHEDULES OF LECTURE…

    www.statslab.cam.ac.uk/~lab85/resources/schedules2122.pdf
    2 May 2023: Comparison and ratio tests, alternating series test. [6]. ContinuityContinuity of real- and complex-valued functions defined on subsets of R and C.
  50. UNIVERSITY OF CAMBRIDGE Faculty of Mathematics SCHEDULES OF LECTURE…

    www.statslab.cam.ac.uk/~lab85/resources/schedules2223.pdf
    27 Apr 2023: Comparison and ratio tests, alternating series test. [6]. ContinuityContinuity of real- and complex-valued functions defined on subsets of R and C.
  51. Modern Statistical MethodsRajen D. Shah r.shah@statslab.cam.ac.uk…

    www.statslab.cam.ac.uk/~rds37/teaching/modern_stat_methods/notes2.pdf
    15 Jan 2023: Inthe final chapter we will tackle the problem of how to handle performing thousands ofhypothesis tests at the same time and more generally the task of quantifying uncertaintyin high-dimensional settings.

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