Further, the following four portfolios are observed: Under the conditions of modern portfolio theory (MPT; mean-variance framework) and the capital asset pricing model (CAPM), each of the above portfolios is valid and plausible EXCEPT which is not possible? To hedge risk, the firms toolbox includes derivatives such as swaps, futures, forwards, and options. A discrete random variable is characterized by the probability mass function (pmf) as given by f(x) = x*a, and its domain is the set of integers {6, 7, 8., 9, and 10}. The fund of funds incentive fee is calculated on the net (after management and incentive fees) average return of the hedge funds in which it invests and after its own management fee has been subtracted. Alice, Bert, Chris, Don, Eva, and Fred are individual investors. The pension is received for 18.0 years. Consider a credit portfolio that includes many loans. The company goes long four contracts, each for 25,000 pounds of copper.[1]. The most recent of these publications that is available free of charge is the E-Book 2021 frm exam part i books pdf , the first part of the famous three- part exam. For example, at many institutions, finance and treasury have had ownership of the budgeting process. If the bonds price today happens to be unchanged from one year ago (when she purchased the bond), which of the following is nearest to the bonds yield (yield to maturity) today? The orange rectangle conditions on the event C. For example, conditional on event C, there is a 50.0% probability that event A occurs, Pr(A | C) = 50.0%. Thank you BT! This practice question set will be published in the study planner shortly! The Political Risk index is based on 100 points, Financial Risk on 50 points, and Economic Risk on 50 points. Among these, only 40 bot-views were detected by both applications. If the observed six-month forward price on the commodity, F(0, 0.5), is $30.40 then which of the following is the correct arbitrage trade (i.e., trade that exploits the arbitrage opportunity)? Although her client has asked for a single point estimate of these future financial metrics, Barbara perceives that the virus (and the consequential responses) render economic predictions extremely difficult and necessarily laced with great uncertainty. Which of the following is NEAREST, respectively, to the required economic capital for the second and third exposures, EC(#2) and EC(#3)? Each bond has a face value of $1,000 and default probability of 80 basis points (0.80%). For example, Pr(X = -1.0) = 20.0%. Instructional Video: How Do Firms Manage Financial Risk? Which of the following is TRUE about the SWIFT (Society for Worldwide Interbank Financial Telecommunication) case study? At the current stock price, each option has a value of $5.88 and each options percentage delta, = +0.410. Hence, centralized stress testing could be housed in such a central function. If the futures price for a contract deliverable in six months is $0.0610 (i.e., about 16.39 pesos per one US dollar), then which of the following best exploits the arbitrage opportunity (this question is inspired by Hulls EOC Problem 5.14)[1]? Peter purchases a straddle with six-month European at-the-money options; i.e, S = K = $20.00. If we observe two (2) exceptions in a row, what is the posterior probability that the model is actually bad (bonus: what is the probability of observing an exception tomorrow)? About the use of derivatives to hedge, each of the following is true EXCEPT which is inaccurate? You must log in or register to reply here. Over two months, the probability of each days predication being successful, p, equals 5/8 or 62.5% and the number of days, n, equals 60. The exposure (EAD) of each position is $10.0 million. Practice Question Set: Pricing Financial Forwards and Futures. Which of the following is nearest to the risk-neutral probability of the stock price going up in a single step? Seasonality is reflected by the intercept (20.10) plus the three seasonal dummy variables (D2, D3, and D4) in order to capture quarterly seasonality. Study Notes: How Do Firms Manage Financial Risk? Let W = 0.80*X + 0.20*Y with the assumption that X and Y are independent; that is, this W is the sum of independent, random variables. Consider the following series of closing stock prices over the ten most recent trading day (this is similar to Hulls Table 10.3)[1] along with daily log returns, squared returns and summary statistics: Although the actual average historical return is non-zero (i.e., -0.001511), for purposes of estimating volatility we will assume that the expected daily mean return is zero. A credit portfolio contains five identical bonds. Like a few others I didn't even both buying the GARP books for Part II and went solely with BT materials. The time series model contains both a trend and a seasonal component and is given by the following: The trend component is reflected in the variable, TIME(t), where (t) is the month. Regulators estimate that Deposits and Loans Corporation (DLC) will report a profit that is normally distributed with a mean of $1.30 million and a standard deviation of $3.0 million. Suppose it is April 20, 2018 and we want to infer the quoted price of a government bond that accrues interest on an actual/actual basis. On the one hand, the bond is better than junk. Compliance with these principles should not be at the expense of each other [1]. The risk-free interest rate is 2.0% per annum with continuous compounding. Further, we have hundreds of practice questions that are discussed in the forum, including at least 200 in-depth discussions of current and previous GARP practice exam questions. The spot price of the Mexican peso is MXN/USD $0.05650, that is, about 17.70 pesos per one US dollar. What does the model predict for October 2018? Their correlation, (BTC, ETH) = 0.540. The forward LIBOR rate for the period between 12 and 18 months is 3.60% with semiannual compounding. What is this distributions kurtosis? The unexpected loss is given by (loss quantile) EL; in this case, 0 (0.0080 * $1,000 * 0.50) = -$4.00. Below are displayed the price changes and the resulting OLS regression line; for example, the coefficient of determination equals 0.7747 which is the square of the correlation coefficient. Finally and importantly, assume the two-year swap rate is 4.00%. Based on a regression analysis, the following model was produced to predict housing starts (given in thousands) within a certain geographical region; e.g., one of the larger U.S. states. They retire with a pension equal to 70.0% of their final salary. We'll keep you informed on new forum posts, relevant blog articles, and everything you'll need to prepare for your exam. The first application detects 200 bot-views and the second application detects 300 bot-views. Peter is analyzing a granular portfolio that consists of 300 independent and identically distributed (i.i.d.) Part 1 Full Length Interactive Mock Exam 1, http://www.bionicturtle.com/images/2018/forum/082718-t4-815-1-zlookup.jpg, FRM Exam Overview, Registration Guide, and Deadlines, Comparison of the FRM and CFA Designations, Exposure #1 has a default probability of 2.0% and unexpected loss (UL) of $597,000, Exposure #2 has a default probability of 4.0% and unexpected loss (UL) of $840,000, Exposure #3 has a default probability of 6.0% and unexpected loss (UL) of $1,023,500, S(0) = K = $100.00 and this option has a delta, N(d1) = 0.570, Volatility, = 20.0% and this option has vega = 27.8, Time to expiration, T = 0.5 years or six months, Alice (A) invested in the stock Cloudera (CLDR) and bad news (aka, new information) renders her original thesis obsolete but she is reluctant to sell today because an exit implies the realization of a -30.0% loss on the position and she much prefers to sell after her position experiences a double-digit gain, Bert (B) can buy a new smartphone for $79.00 but he cannot resist a sale and prefers to pay $100.00 because it represents a 50.0% discount from the retail (MSRP) price, Chris (C) attends an investment conference but he avoids the seminar focusing on recession risks because he is overweight homebuilders and he worries the topic will make him anxious with worry, Don (D), who enjoys food shopping, tends to be price-conscious (e.g., he seeks bargains) when he pays cash at Sprouts or Trader Joes, but when he uses his Amazon credit card at Whole Foods he doesnt worry about the cost because he doesnt look at the statement for several days or weeks, Eva (E) purchased Facebook (FB) at $160.00 because his firms price target was $200.00, and he decides to ignore new information until the price reaches this level, Fred (F) was previously a patient buy-and-hold investor who purchased high-conviction stocks and only checked his portfolio once a week, but last year he signed up for a subscription to Seeking Alpha and since that time his buy/sell transactions have quintupled because hes reading news about his portfolio holdings every day, Portfolio A: E[ER(A)] = (A,1)*F(1) + (A,2)*F(2) = 0.40*F(1) + 1.20*F(2) = 6.0%, Portfolio B: E[ER(B)] = (B,1)*F(1) + (B,2)*F(2) = 0.80*F(1) + 1.50*F(2) = 8.4%, Portfolio C has the following betas: (C,1) = 1.30 and (C,2) = 0.90, The 2-year key rate, KR01(2-year) is equal to $0.030 per 100 face amount and has a daily volatility, (bps), of 12.0 basis points, The 5-year key rate, KR01(5-year) is equal to $0.090 per 100 face amount and has a daily volatility, (bps), of 25.0 basis points, The market portfolios excess return was +6.0% (its gross return was +8.0%) with a volatility of 24.0% per annum, Peters portfolios excess return was +7.0% (his gross return was + 9.0%) with a volatility of 36.0% per annum and beta, (P,M) = 0.750, Bettys portfolios excess return was +11.0% (her gross return was + 13.0%) with a volatility of 44.0% per annum and beta, (B,M) = 1.650. A credit portfolio contains some number of independent credit-sensitive assets with identical default probabilities; as the defaults are i.i.d., we can use the binomial distribution to characterize the number of defaults. Which is nearest to the implied 393-day zero rate expressed per annum with continuous compounding? You won't find this level of depth elsewhere. We are told the variance is 1.20 (although we can calculate the variance). Practice Question Set: How Do Firms Manage Financial Risk? However, this calculation forgets to include a convexity term. The model starts in November 2016; for example, y(T+1) refers to December 2016 and y(T+2) refers to January 2017. This field is for validation purposes and should be left unchanged. 20% OFF Get Code To test their hypothesis, a sample of 36 sheets is carefully analyzed. What is the variables expected value? According to GARP, one of the building blocks in risk management is a proper understanding of the difference between expected loss, unexpected loss, and extreme risk; aka, tail risk. 409.1. This FRM Part 1 interactive mock exam consists of 100 practice questions. The value of each option is $4.38, and the positions value is $43,800.00. This site uses cookies to help personalise content, tailor your experience and to keep you logged in if you register. This means that there are at least 6 new practice questions posted every week. It means that if you want to explore a question (and its answer) further, you just click the link to its thread in the forum. Hence you can not start it again. Other institutions have taken a more decentralized approach, wherein the central function has only acted as an aggregator. The hedge funds incentive fees are calculated on the return after management fees. Specifically, the alternative is a barbell investment in the shorter maturity 5-year 2 1/2s and the longer maturity 30-year 4 5/8s. In this post, I have featured my honest Bionic Turtle Review 2022 that covers: Bionic Turtle overview I found out that I scored in the top quartile of every topic and I absolutely could not have done this without using BT - I spent many, many hours going over the practice questions and answers! If the stock price jumps by +$7.00 to $95.00, which is nearest to the positions value as approximated by delta and gamma; i.e., without a full re-pricing of the position? Each of the following is true about these probability functions EXCEPT which is false? The sample mean is 1.50 bugs per sheet with a (sample) standard deviation of 0.90. The six-month interest rates in Mexico and the United States are 7.0% and 1.0% per annum, respectively, with continuous compounding. The table below itemizes an investors long position gold futures contracts. The bond under consideration is a 12.0% semi-annual coupon bond that matures on July 10th, 2025. Paul is a researcher who is using Monte Carlo simulation in order to determine what effect heteroscedasticity has upon the size and power of a test for autocorrelation. The Bionic Turtle FRM forum was created to provide our website visitors with a place where they can quickly find information about the FRM concepts without having to search through pages of study materials or different websites. Consider the following steeply upward-sloping spot rate (aka, zero rate) curve where the per annum zero rates are given with continuous compounding (CC): Which of the following is nearest to the implied six-month forward rate beginning in 1.5 years, F(1.5, 2.0), but where the six-month forward rate is expressed per annum with semi-annual compounding? The plot below illustrates an actual portfolio possibilities curve (PPC, dashed line). Peter used a simple Monte Carlo simulation to estimate the price of an Asian option. When we have a complete set of questions for that reading, the questions are published as a question set in the study planner. test readiness. BT is always the recommendation I give to people aiming at the FRM designation! Consider a six-month at-the-money (ATM) European call option on a non-dividend-paying stock with a current price of $80.00. Get 10% OFF On Bionic Turtle Advanced Plan with Bionic Turtle Coupon Code The students can take part in the Interactive Mock Exams, Quizzes and spreadsheets by subscribing to the Bionic Turtle advanced plan. 2. If that reading is not new, we add the new questions to a set with the older questions to give our customers a large question bank to study from. This spreadsheet provides the following information: Each week, David writes and posts a set of questions Monday and Wednesday in thedaily practice questionsection of the forum. The following are well-diversified portfolios; e.g., Portfolio (A) has a beta sensitivity to factor the first factor, (F1), of 1.20 and an expected return of 13.0%: Which is the correct return-beta relationship in this economy? The worst expected loss with 99.0% confidence is zero, because the default probability is less than the 1.0% significance level. For each activity, firms can compare the revenue and profit they are making from an activity to the amount of economic capital required to support that activity. Each of the following statements is true about RAROC EXCEPT which is inaccurate? After an analysis of the interest rate environment, she is comfortable with the pricing of the bond at a yield of 3.60% and with its duration of 8.32 years. If this is the case, then which of the following is nearest to the bonds dollar value of 01 (DV01)? Further, GARP is not responsible for any fees or costs paid by the user to Bionic Turtle nor is GARP responsible for any fees or costs of any person or entity providing any services to Bionic Turtle. We are told the expected number of defaults is 4.0 with a variance of 3.80. They are a little aged, but they were meant to be robust for several years. Chapter 3: The Governance of Risk Management, Study Notes: The Governance of Risk Management, Practice Question Set: The Governance of Risk Management, Instructional Video: The Governance of Risk Management, Chapter 4. Credit Risk Transfer Mechanisms, Study Notes: Credit Risk Transfer Mechanisms, Practice Question Set: Credit Risk Transfer Mechanisms, Instructional Video: Credit Risk Transfer Mechanisms, Chapter 5: Modern Portfolio Theory (MPT) and the Capital Asset Pricing Model (CAPM), Study Notes: Modern Portfolio Theory (MPT) and the Capital Asset Pricing Model (CAPM), Practice Question Set: Modern Portfolio Theory (MPT) and the Capital Asset Pricing Model (CAPM), Instructional Video: Modern Portfolio Theory (MPT) and the Capital Asset Pricing Model (CAPM), Chapter 6: The Arbitrage Pricing Theory and Multifactor Models of Risk and Return, Study Notes: APT and Multifactor Models of Risk and Return, Practice Question Set: APT and Multifactor Models of Risk and Return, Instructional Video: APT and Multifactor Models of Risk and Return, Chapter 7: Principles for Effective Data Aggregation and Risk Reporting, Study Notes: Principles for Effective Data Aggregation and Risk Reporting, Practice Question Set: Risk Data Aggregation and Reporting Principles, Chapter 8: Enterprise Risk Management and Future Trends, Study Notes: Enterprise Risk Management (ERM) and Future Trends, Practice Question Set: ERM and Future Trends, Chapter 9: Learning from Financial Disasters, Study Notes: Learning from Financial Disasters, Practice Question Set: Learning from Financial Disasters, Instructional Video: Learning from Financial Disasters, Chapter 10: Anatomy of the Great Financial Crisis, Study Notes: Anatomy of the Great Financial Crisis, Practice Question Set: Anatomy of the Great Financial Crisis, Instructional Video: Anatomy of the Great Financial Crisis, Practice Question Set: GARP Code of Conduct, Foundations of Risk Management Interactive Quiz, Practice Question Set: Fundamentals of Probability, Instructional Video: Fundamentals of Probability, Chapter 3: Common Univariate Random Variables, Study Notes: Common Univariate Random Variables, Practice Question Set: Common Univariate Random Variables, Instructional Video: Common Univariate Random Variables, Study Notes: Multivariate Random Variables, Practice Question Set: Multivariate Random Variables, Practice Question Set: Hypothesis Testing, Instructional Video 1 of 2: Linear Regression, Instructional Video 2 of 2: Linear Regression, Chapter 8: Regression with Multiple Explanatory Variables, Study Notes: Regression with Multiple Explanatory Variables, Practice Question Set: Regression with Multiple Explanatory Variables, Instructional Video 1 of 2: Regression with Multiple Explanatory Variables, Instructional Video 2 of 2: Regression with Multiple Explanatory Variables, Practice Question Set: Regression Diagnostics, Practice Question Set: Stationary Time Series, Instructional Video: Stationary Time Series, Practice Question Set: Nonstationary Time Series, Instructional Video: Nonstationary Time Series, Chapter 12: Measuring Return, Volatility, and Correlation, Study Notes: Measuring Return, Volatility, and Correlation, Practice Question Set: Measuring Return, Volatility, and Correlation, Instructional Video 1 of 2: Measuring Return, Volatility, and Correlation, Instructional Video 2 of 2: Measuring Return, Volatility, and Correlation, Study Notes: Simulation and Bootstrapping, Practice Question Set: Simulation and Bootstrapping, Instructional Video: Simulation and Bootstrapping, Learning Spreadsheets: P1.T2.a XLS Bundle, Learning Spreadsheets: P1.T2.b XLS Bundle, Learning Spreadsheets: P1.T2.c XLS Bundle, Learning Spreadsheets: P1.T2.d XLS Bundle, Chapter 2. He regressed the benchmark index returns, B(i), as the dependent (aka, response) variable against portfolio returns, R(i), as the independent (aka, explanatory) variable. Securitization is a trend that is over fifty years old: The Housing and Urban Development Act of 1968 gave birth to Ginnie Mae (https://www.ginniemae.gov/) in an effort to promote homeownership by way of guaranteeing residential mortgage-backed securities (MBS). What is the portfolios Sharpe measure? In regard to through-the-cycle (TTC) versus at-the-point (aka, point in time, PIT) approaches to credit ratings, each of the following statements is true EXCEPT which is false? To manage risk effectively, the right information needs to be presented to the right people at the right time. Free resource. As GARP explains (see Figure 4.2 of Chapter 4)there have been several milestones along the way. Jun 21, 2021 . However, upon further inspection, Robin considers an alternative to the above-mentioned bullet investment in the 10-year 2 3/8s. You are using an out of date browser. Bionic Turtle's Practice Questions We currently have over 4,500 practice questions, published in our study planner and in the forum. Which of the following is nearest to the portfolios 99.0% CVaR? In a single-factor economy, each of the following portfolios (A, B, and C) is well-diversified: You discover there is NOT an arbitrage strategy among these three portfolios. Thank you David and Nicole for your efforts! Over the subsequent eight days, the futures price fluctuates as shown. In July, due to a food contamination incident, the shares plummeted to $$333.00, when Jeff closed out his position. Her sample window included 120 trading days. Barbara utilizes Monte Carlo simulation. Our practice questions are known for their detail and, often, for their high level of difficulty. the quoted price of bond #4 is $129.41 and its conversion factor (CF) is 1.290. Portfolio (A) has an expected return of 11.0% with volatility of 8.0%, Portfolio (B) has an expected return of 7.0% with volatility of 20.0% and its correlation to the market is 0.30, Portfolio (C) has a beta with respect to the market (C, M) = 1.50 and its realized return of +20.0% implies an alpha of +2.0%, Portfolio (D) has a beta with respect to the market (C, M) = 0.40 and its realized return of +9.0% implies an alpha of +2.0%, 50% invested in a zero-coupon bond with 5.0 years to maturity, plus, 50% invested in a zero-coupon bond with 8.0 years to maturity. (Please note this is based on Hulls EOC Question 3.15)[1]. I wanted to express my appreciation and gratitude to your team for your hard work in creating these materials. Below are the joint probabilities for a cumulative bivariate normal distribution with a correlation parameter, , of 0.30. Each daily post contains 3 practice questions specifically geared toward the learning objectives in the GARP curriculum. Passed! Happy all the hard work paid off. Consider two portfolios: If both portfolios lie on the security market line (SML), and if Portfolio A has an expected return, ER(A) = 7.20%, then what is the expected return of Portfolio B? Because coupons are paid semiannually on government bonds (and the final coupon is at maturity), the most recent coupon date is January 10, 2018, and the next coupon date is July 10, 2018. Earned Point(s): 0 of 0, (0) If the stock price subsequently, immediately decreased by $10.00 to $60.00, which is nearest to an estimate of the trades new position delta? She evaluates the countries in four categories: degree of indebtedness as measured by debt as a percentage of gross domestic product; social service/pension commitments as estimated by the average age of the population; nature of the economy (e.g., diverse versus concentrated in oil as a natural resource), and monetary policy. A fund of funds divides its money equally between four hedge funds who earn 3.0%, +1.0%, +11.0%, and +21.0% before fees in a particular year. These materials are quite sufficient to get the FRM certificate. Saves You Time When you choose Bionic Turtle, you will save a ton of time. Conditional on the realization of the LIBOR forward rates, the future cash flow in six months is, therefore (2.60% 4.00%)/2 *$100.0 = -$0.70 and its present value is about -$0.70*exp(-0.020*0.50) = -$0.693; that is, we are using the OIS zero rates as the risk-free rate for discounting purposes. In regard to this building block, which of the following statements is TRUE? and where structured in such a manner that the breadth and depth where optimal . Yesterday a web page hosted by Acme received tens of thousands of page views, but some were views by malicious bots. Will 70% correct on the FRM Level II Exam be enough to pass? If the price of a call option is $2.05, then how much will the stock price need to move in order for him to at least achieve breakeven profit (reminder that profit = final payoff +/- initial premium)? takes a long position in 100 out-of-the-money (OTM) put option contracts when the non-dividend-paying stock price is $88.00 and its volatility is 28.0%; each contract is for 100 options. 2021 FRM Exam Part 1 : Foundations of Risk Management has currently been revised with a new introduction and additional content. However, data alone does not guarantee that the board and senior management will receive appropriate information to make effective decisions about risk. Stay in the know with all things Bionic Turtle. Because the capital multiplier, CM, is set at 5.50 to reflect a specified confidence level, the economic capital for Exposure #1, EC(#1) = $417,348 * 5.50 = $2,295,415, or about $2.30 million. I'm a mechanical engineer who had a career in petroleum services, then I decided to switch career to financial risk management. The counterparty with the short position in a Treasury bond futures contract has decided to deliver and is trying to decide between the four bonds displayed below; e.g. Practice Question Set: Modeling and Hedging Non-Parallel Term Structure Shifts Instructional Video: Modeling and Hedging Non-Parallel Term Structure Shifts Chapter 14: Binomial Trees . Each contract was for 100 put options. For example, in a decentralized approach towards stress testing, consistency across the organisation becomes important, and the institution will need to find ways of ensuring that consistency.[1]. Viaflex Airlines expects to purchase 2.0 million gallons of jet fuel in two months and decides to use heating oil futures for hedging (each heating oil contract traded by the CME Group is on 42,000 gallons of heating oil). Each of them exhibits a particular behavioral bias. Chapter 3: The Governance of Risk Management, Study Notes: The Governance of Risk Management, Practice Question Set: The Governance of Risk Management, Instructional Video: The Governance of Risk Management, Chapter 4. Credit Risk Transfer Mechanisms, Study Notes: Credit Risk Transfer Mechanisms, Practice Question Set: Credit Risk Transfer Mechanisms, Instructional Video: Credit Risk Transfer Mechanisms, Chapter 5: Modern Portfolio Theory (MPT) and the Capital Asset Pricing Model (CAPM), Study Notes: Modern Portfolio Theory (MPT) and the Capital Asset Pricing Model (CAPM), Practice Question Set: Modern Portfolio Theory (MPT) and the Capital Asset Pricing Model (CAPM), Instructional Video: Modern Portfolio Theory (MPT) and the Capital Asset Pricing Model (CAPM), Learning Spreadsheet 1 of 2: Modern Portfolio Theory (MPT) and the Capital Asset Pricing Model (CAPM), Learning Spreadsheet 2 of 2: Modern Portfolio Theory (MPT) and the Capital Asset Pricing Model (CAPM), Chapter 6: The Arbitrage Pricing Theory and Multifactor Models of Risk and Return, Study Notes: APT and Multifactor Models of Risk and Return, Practice Question Set: APT and Multifactor Models of Risk and Return, Instructional Video: APT and Multifactor Models of Risk and Return, Learning Spreadsheet: APT and Multifactor Models of Risk and Return, Chapter 7: Principles for Effective Data Aggregation and Risk Reporting, Study Notes: Principles for Effective Data Aggregation and Risk Reporting, Practice Question Set: Risk Data Aggregation and Reporting Principles, Chapter 8: Enterprise Risk Management and Future Trends, Study Notes: Enterprise Risk Management (ERM) and Future Trends, Practice Question Set: ERM and Future Trends, Chapter 9: Learning from Financial Disasters, Study Notes: Learning from Financial Disasters, Practice Question Set: Learning from Financial Disasters, Instructional Video: Learning from Financial Disasters, Chapter 10: Anatomy of the Great Financial Crisis, Study Notes: Anatomy of the Great Financial Crisis, Practice Question Set: Anatomy of the Great Financial Crisis, Instructional Video: Anatomy of the Great Financial Crisis, Practice Question Set: GARP Code of Conduct, Foundations of Risk Focus Review Video 1 of 2, Foundations of Risk Focus Review Video 2 of 2, Foundations of Risk Management Interactive Quiz, Practice Question Set: Fundamentals of Probability, Instructional Video: Fundamentals of Probability, Learning Spreadsheet: Fundamentals of Probability, Chapter 3: Common Univariate Random Variables, Study Notes: Common Univariate Random Variables, Practice Question Set: Common Univariate Random Variables, Instructional Video: Common Univariate Random Variables, Learning Spreadsheet: Common Univariate Random Variables, Study Notes: Multivariate Random Variables, Practice Question Set: Multivariate Random Variables, Practice Question Set: Hypothesis Testing, Instructional Video 1 of 2: Linear Regression, Instructional Video 2 of 2: Linear Regression, Chapter 8: Regression with Multiple Explanatory Variables, Study Notes: Regression with Multiple Explanatory Variables, Practice Question Set: Regression with Multiple Explanatory Variables, Instructional Video 1 of 2: Regression with Multiple Explanatory Variables, Instructional Video 2 of 2: Regression with Multiple Explanatory Variables, Practice Question Set: Regression Diagnostics, Practice Question Set: Stationary Time Series, Instructional Video: Stationary Time Series, Learning Spreadsheet: Stationary Time Series, Practice Question Set: Nonstationary Time Series, Instructional Video: Nonstationary Time Series, Learning Spreadsheet: Nonstationary Time Series, Chapter 12: Measuring Return, Volatility, and Correlation, Study Notes: Measuring Return, Volatility, and Correlation, Practice Question Set: Measuring Return, Volatility, and Correlation, Instructional Video 1 of 2: Measuring Return, Volatility, and Correlation, Instructional Video 2 of 2: Measuring Return, Volatility, and Correlation, Learning Spreadsheet: Measuring Return, Volatility, and Correlation, Study Notes: Simulation and Bootstrapping, Practice Question Set: Simulation and Bootstrapping, Instructional Video: Simulation and Bootstrapping, Learning Spreadsheet: Simulation and Bootstrapping, Learning Spreadsheets: P1.T2.a XLS Bundle, Learning Spreadsheets: P1.T2.b XLS Bundle, Learning Spreadsheets: P1.T2.c XLS Bundle, Learning Spreadsheets: P1.T2.d XLS Bundle, Chapter 2. 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