Error rates are generally modeled using the Poisson distribution. Recall that the Poisson distribution has only one parameter - λ - which is its mean and also its variance.

In the given case, the mean number of errors is 2,000,000 x 0.005% = 100. Since this is the variance as well, the standard deviation is √100 = 10. Therefore the range of outcomes within 2 standard deviations of the mean is 100 +/- (2*10) = 80 to 120 errors in a day.

Equity futures are by far the most traded futures contracts in terms of value, followed by interest rate products. Choice 'd' is the correct answer.

Conditional default probabilities are modeled as a logit function under CreditPortfolio view. That ensures the resulting probabilities are 'well behaved', ie take a value between 0 and 1. The probability may be expressed as = 1/ (1 + exp(I)), where I is a country specific index taking various macro economic factors into account.

Bootstrapping is not one of the various approaches to try to value a convertible security. The rest of them are, and therefore Choice 'b' is the correct answer.

There are two main theories that explain an upward sloping yield curve. The first is the market expectations hypothesis (called 'pure expectations'). According to this explanation, the yield curve represents investor expectations of future yields, and forward rates are predictors of future interest rates. The yield curve slopes upwards when investors expect interest rates to go up in the future. Thus, statement I is correct. By the same logic, statement II is incorrect.

The second explanation for an upward sloping yield curve is the liquidity preference theory - according to which investors value liquidity and are prepared to pay more for instruments that mature earlier. Having their money tied up in longer maturity instruments increases all kinds of risks, and therefore longer term instruments are priced lower than instruments maturing earlier. Since the price of instruments that mature earlier is higher, their yield is lower than that of longer dated securities, thereby leading to an upward sloping yield curve. Therefore statement III is correct.

Statement IV actually explains why an yield curve may be downward sloping - in fact an inverted yield curve is considered an indicator of an upcoming recession. Therefore statement IV does not explain an upward sloping yield curve, and is therefore not a correct choice for the answer.

Thus statements I and III correctly explain an upward sloping yield curve. Other choices are incorrect.

Gross income is defined by Basel II (see para 650 of the Basel standard) as net interest income plus net non-interest income. It is intended that this measure should: (i) be gross of any provisions (e.g. for unpaid interest); (ii) be gross of operating expenses, including fees paid to outsourcing service providers; (iii) exclude realised profits/losses from the sale of securities in the banking book; and (iv) exclude extraordinary or irregular items as well as income derived from insurance.

What this means is that gross income is calculated without deducting any provisions or operating expenses from net interest plus non-interest income; and does not include any realised profits or losses from the sale of securities in the banking book, and also does not include any extraordinary or irregular item or insurance income.

Therefore operating expenses are to be not to be deducted for the purposes of calculating gross income, and neither are any provisions. Profits and losses from the sale of banking book securities are not considered part of gross income, and so isn't any income from insurance or extraordinary items.

Of the listed choices, only net non-interest income needs to be included for gross income calculations, and the others are to be excluded. Therefore Choice 'd' is the correct answer. Try to remember the components of gross income from the definition above because in the exam the question may be phrased differently.