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  1. David Harper CFA FRM

    P1.T2.20.24. Stationary Time Series: Box-Pierce test and model selection with AIC and BIC

    If you are interested, I generated the above scenarios in R (#rstats) with actual/simulated datasets. If you would like to learn more about data science, see the code at the following links: Question 20.24.2 (Box-Pierce): This question loads tbe 'gdp' dataset from the 'astsa' package (see...
  2. David Harper CFA FRM

    reinvestment risk

    Hi @nc27 Well those notes refer to the preference of the short position who seeks the cheapest to deliver (CTD) bond in a T-bond futures contract. I'm not keen on "we expect the yield ..." because, at least in this context (if not in general), yield is a current variable or observation implied...
  3. David Harper CFA FRM

    P1.T2.20.23. Stationary Time Series: autoregressive moving average (ARMA) models

    If you are interested, the code and the plots for this questions set were generated in R (#rstats). To render attractive plots, I used ggplot which is part of the amazing tidyverse (https://www.tidyverse.org/). The forecast package (https://github.com/robjhyndman/forecast) by Rob Hyndman enables...
  4. David Harper CFA FRM

    Key Rate

    Hi @dtammerz In this context, a vector is a list of numbers; a matrix has rows and columns, but we can refer to a single row or a single column of the matrix as a vector and this vector is just a set of numbers. It's a good question in this context because it speaks to the essential difference...
  5. David Harper CFA FRM

    GARP.FRM.PQ.P2 Surplus Value GARP 2015 Question 5 (garp15-p2-5)

    Hi @winveeraphan I'm not sure exactly what you mean ... as I illustrated above (in the embedded quote), given that surplus at risk (SaR) can be "absolute" (ie, relative to the the initial surplus) or "relative" (ie, relative to the expected future surplus) or even relative to zero surplus (aka...
  6. David Harper CFA FRM

    GARP 2019 question (doubt)

    Hi @nc27 I don't like it, I hope that's not the actual wording. We can immediately eliminate covered call (income strategy) and the bearish bet (bear spread). It appears to me that the question is looking for protective put because that is the only strategy that has an uncapped profit/payoff...
  7. David Harper CFA FRM

    VRM Ch.11 Bond Yields

    @dtammerz forward rates chain to the spot rate; e.g., if f(1) = 1.0% and f(1,2) = 3.0%, then z(2) = sqrt(1.01*1.03) - 1 ~= 2.0%, such that to discount the 2-year annual coupon we can multiply the coupon by 1/1.02^2 = 1/(1.01*1.03). You are correct: just as the Law of One Price says each maturity...
  8. David Harper CFA FRM

    Q24 Mock exam GARP 2020 - Surplus at risk

    Hi @Fjrodriguez You are correct, this question was revised three times (GARP's practice exams contain many errors). See post at https://forum.bionicturtle.com/threads/garp-p2-question-24.21932/post-71742; i.e., Notice the question does NOT ask for surplus at risk (SaR); SaR is a VaR, VaR is...
  9. David Harper CFA FRM

    Errors Found in Study Materials P1.T4. Valuation & Risk Models (OLD thread)

    HI @Erik Yes, you are absolutely correct, that is a typo. Thank you!
  10. David Harper CFA FRM

    Hedge fund questions on the exam

    Refers to https://forum.bionicturtle.com/threads/p1-t3-706-hedge-funds-hull.10292/ (... cc @Nicole Seaman I moved this here because @Apara has asked this same question repeatedly and we don't need it attached in multiple threads. I can draft a generic response that applies to this query in most...
  11. David Harper CFA FRM

    Bayes formula

    I can't find the question to which this refers (cc @Nicole Seaman ). It sounds like one of mine but not certain ....
  12. David Harper CFA FRM

    Ong (1999) - Unexpected Loss derivation

    Thanks @Nicole Seaman @zer0 Such a search will produce this recent thread where we showed the derivation of UL https://forum.bionicturtle.com/threads/p1-t4-506-expected-loss-unexpected-loss-and-risk-contribution-schroeck.8534/post-83181 (hat tip to @MarekH ) i.e.,
  13. David Harper CFA FRM

    FAQ Exam Will, there be any change in Curriculum for May & November 2021

    Hi @sidjani94 I wish I could answer you but we are bound (like other EPPs) to an non disclosure agreement (NDA) with GARP. At some point this December (hopefully early December) we will be able do disclose particulars. Thank you,
  14. David Harper CFA FRM

    PLEASE READ: Publishing Process for 2020

    Hi @tuncutku I already wrote new PQs for each of the entire Liquidity and Treasury Risk topic (P2.T8). We won't be writing a topic review on this P2.T8 until early next year. Thanks,
  15. David Harper CFA FRM

    P1.T2.20.22. Stationary Time Series: autoregressive (AR) and moving average (MA) processes

    If you are interested, the code and the plot (generated in the tidyverse's ggplot) for question 20.22.2 above were generated in R (#rstats). If you would like to learn more about data science, see the following links: On my blog at...
  16. David Harper CFA FRM

    PLEASE READ: Publishing Process for 2020

    Hi @ps_ricky_son Thank you for your understanding (ie, that we have to prioritize given GARP's syllabus churn)!
  17. David Harper CFA FRM

    P1.T2.20.21. Stationary Time Series: covariance stationary, autocorrelation function (ACF) and white noise

    If you are interested, I generated these plots in R (#rstats) with simulated datasets. If you would like to learn more about data science, see the following links: Question 20.21.2 (autocorrelation function, ACF). You'll notice that generating an ACF plot is super easy. In fact, acf() is...
  18. David Harper CFA FRM

    Difference in GARP vs BT Binomial calculation of "u" and "d"

    Hi @nicholasjalonso GARP's practice exams, um, they aren't always the best. In the practice exam, GARP is explicitly providing (u) and (d) which is available as an approach but the better (more sophisticated) approach is to match volatility with (u) and (d) as even GARP's new materials state...
  19. David Harper CFA FRM

    T2 - Chapter 10 Stationary Time Series Notes

    HI @ktrathen We use invertible functions a lot in the FRM, in particular the CDF probability function N(z) = p which "inverts" such that z = N^1(p). In the AR/MA time series context, invertability enables the translation of an MA(1) into an infinite AR(∞) series and similarly an AR(1) into an...
  20. David Harper CFA FRM

    Exchange Rate

    Hi @thanhtam92 Yes re: Base/Quote but I think you meant 1.40 EURUSD refers to 1.40 USD = 1.0 EUR because the convention is base/quote so EUR = base and USD = quote currency. The base is first in the pair, the quote is last. On using this in the IRP, here is my intuition...
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