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  2. SISCER Module 15 Practice 3: DID

    https://www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/S4.pdf
    22 Jul 2024: Estimate Std. Error t value Pr(>|t|)## -0.036548937 0.012646474 -2.890049673 0.003893424# cluster-robust standard error with CR2 small-sample correctioncoeftest.twfe <- coef_test(fit.twfe,. ... 2. mod <- lm(form, data = df). # using arguments from here:#
  3. SISCER Module 12 Lecture 5: Instrumental variables

    https://www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L5.pdf
    22 Jul 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.
  4. STATISTICAL MODELLING Part IIC, Michaelmas 2021Practical 5: ANOVA and …

    https://www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/P5.pdf
    22 Jul 2024: interaction.plot(Photo, Quality, fitted.values(EssayMarksLM2)). > interaction.plot(Quality, Photo, fitted.values(EssayMarksLM2)). To test for the presence of interactions, we again use an F-test:. > ... Would it be possible to com-pare the models
  5. Sensitivity analysis via stochastic programming

    https://www.statslab.cam.ac.uk/~qz280/talk/icsds-2023/slides.pdf
    22 Jul 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).
  6. Simultaneous Hypothesis Testing using Internal Negative Controls…

    https://www.statslab.cam.ac.uk/~qz280/publication/ranc/slides.pdf
    22 Jul 2024: Den. sity. Protein under investigation negative control. (a) P-values from a two-sample “t-test”. ... Enabled by validity PRDS. Global/intersection null: Simes’ test;. FWER: Hochberg-Hommel procedure (closure of Simes’ test);.
  7. Practical: Matching/Weighting and Sensitivity Analysis

    https://www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/P4.pdf
    22 Jul 2024: standard error with CR2 small-sample correctioncoeftest.twfe <- coef_test(fit.twfe, vcov = "CR2", cluster = mpdta$countyreal)coeftest.twfe[2,]. ... CR2 small-sample correctioncoeftest.twfe.dynamic <- coef_test(fit.twfe.dynamic, vcov = "CR2", cluster =
  8. STATISTICAL MODELLING Part IIC, Michaelmas 2021Practical 4: More on…

    https://www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/P4.pdf
    22 Jul 2024: If the goal is to test the significanceof some coefficients, post model-selection inference is needed to control statistical errors. ... Note that we supplied the models in order of nestedness, and so the anova functionperforms F-tests between adjacent
  9. Almost Exact Mendelian Randomization Qingyuan Zhao Statistical…

    https://www.statslab.cam.ac.uk/~qz280/talk/eurocim-2023/slides.pdf
    22 Jul 2024: 1993). “Transmission Test for Linkage Disequilibrium: The Insulin Gene Regionand Insulin-Dependent Diabetes Mellitus (IDDM).”. ... Fisher’s combination test 0.03 0.05 0.16. Two-stage least squares < 1020 4.5 1011.
  10. STATISTICAL MODELLING Part IIC / Michaelmas 2022Example Sheet 2 ...

    https://www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/E2.pdf
    22 Jul 2024: Hint: Use (2). How canwe construct a hypothesis test based on η̃i to test whether the i. ... Then apply your hypothesis test to check whetherthe observation corresponding to humans is an outlier.
  11. STATISTICAL MODELLING Part IIC / Michaelmas 2022Example Sheet 1 ...

    https://www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/E1.pdf
    22 Jul 2024: 12. Prove that in the linear model Y = Xβ ε with ε | X Nn(0,σ2I), the F-test and t-test fortesting H0 : βp = 0 versus H1 : βp 6= 0 ... β̂2p{(XTX)1}ppσ̂2. =‖(H H0)Y‖21. np‖(I H)Y‖2. Verify the equivalence of the F- and t-tests in an

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