Description

PepsiCo, Inc. operates as a food and beverage company worldwide. The company operates through seven segments: FLNA, QFNA, PBNA, LatAm, Europe, AMESA, and APAC. It offers branded dips, cheese-flavored snacks, and tortillas, as well as corn, potato, and tortilla chips; cereals, rice, pasta, mixes and syrups, granola bars, grits, oat squares, oatmeal, rice cakes, simply granola, and side dishes; beverage concentrates, fountain syrups, and finished goods; ready-to-drink tea, coffee, and juices; and dairy products. The company provides its products primarily under the Cheetos, Doritos, Fritos, Lay's, Ruffles, Tostitos, Aunt Jemima, Cap'n crunch, Life, Pasta Roni, Quaker Chewy, Quaker, Rice-A-Roni, Aquafina, Diet Mountain Dew, Diet Pepsi, Gatorade, Mountain Dew, Pepsi, Propel, Sierra Mist, Tropicana, Emperador, Marias Gamesa, Rosquinhas Mabel, Sabritas, Saladitas, 7UP, Gatorade, H2oh!, Manzanita Sol, Mirinda, Pepsi, Pepsi Black, San Carlos, Toddy, Agusha, Chudo, and Domik v Derevne brands. It serves wholesale and other distributors, foodservice customers, grocery stores, drug stores, convenience stores, discount/dollar stores, mass merchandisers, membership stores, hard discounters, e-commerce retailers and authorized independent bottlers, and others through a network of direct-store-delivery, customer warehouse, and distributor networks, as well as directly to consumers through e-commerce platforms and retailers. The company was founded in 1898 and is headquartered in Purchase, New York.

Statistics (YTD)

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TotalReturn:

'Total return is the amount of value an investor earns from a security over a specific period, typically one year, when all distributions are reinvested. Total return is expressed as a percentage of the amount invested. For example, a total return of 20% means the security increased by 20% of its original value due to a price increase, distribution of dividends (if a stock), coupons (if a bond) or capital gains (if a fund). Total return is a strong measure of an investment’s overall performance.'

Using this definition on our asset we see for example:
  • The total return over 5 years of PepsiCo is 5.2%, which is lower, thus worse compared to the benchmark SPY (72.6%) in the same period.
  • Looking at total return in of -3.4% in the period of the last 3 years, we see it is relatively lower, thus worse in comparison to SPY (77.7%).

CAGR:

'The compound annual growth rate (CAGR) is a useful measure of growth over multiple time periods. It can be thought of as the growth rate that gets you from the initial investment value to the ending investment value if you assume that the investment has been compounding over the time period.'

Which means for our asset as example:
  • Compared with the benchmark SPY (11.6%) in the period of the last 5 years, the annual performance (CAGR) of 1% of PepsiCo is lower, thus worse.
  • During the last 3 years, the annual return (CAGR) is -1.1%, which is lower, thus worse than the value of 21.2% from the benchmark.

Volatility:

'Volatility is a rate at which the price of a security increases or decreases for a given set of returns. Volatility is measured by calculating the standard deviation of the annualized returns over a given period of time. It shows the range to which the price of a security may increase or decrease. Volatility measures the risk of a security. It is used in option pricing formula to gauge the fluctuations in the returns of the underlying assets. Volatility indicates the pricing behavior of the security and helps estimate the fluctuations that may happen in a short period of time.'

Applying this definition to our asset in some examples:
  • Compared with the benchmark SPY (17.3%) in the period of the last 5 years, the 30 days standard deviation of 19.3% of PepsiCo is greater, thus worse.
  • Looking at historical 30 days volatility in of 20.4% in the period of the last 3 years, we see it is relatively larger, thus worse in comparison to SPY (15.5%).

DownVol:

'Risk measures typically quantify the downside risk, whereas the standard deviation (an example of a deviation risk measure) measures both the upside and downside risk. Specifically, downside risk in our definition is the semi-deviation, that is the standard deviation of all negative returns.'

Using this definition on our asset we see for example:
  • Compared with the benchmark SPY (12%) in the period of the last 5 years, the downside risk of 13.5% of PepsiCo is greater, thus worse.
  • Compared with SPY (10.4%) in the period of the last 3 years, the downside volatility of 13.9% is greater, thus worse.

Sharpe:

'The Sharpe ratio is the measure of risk-adjusted return of a financial portfolio. Sharpe ratio is a measure of excess portfolio return over the risk-free rate relative to its standard deviation. Normally, the 90-day Treasury bill rate is taken as the proxy for risk-free rate. A portfolio with a higher Sharpe ratio is considered superior relative to its peers. The measure was named after William F Sharpe, a Nobel laureate and professor of finance, emeritus at Stanford University.'

Using this definition on our asset we see for example:
  • Looking at the ratio of return and volatility (Sharpe) of -0.08 in the last 5 years of PepsiCo, we see it is relatively smaller, thus worse in comparison to the benchmark SPY (0.52)
  • Looking at Sharpe Ratio in of -0.18 in the period of the last 3 years, we see it is relatively lower, thus worse in comparison to SPY (1.21).

Sortino:

'The Sortino ratio, a variation of the Sharpe ratio only factors in the downside, or negative volatility, rather than the total volatility used in calculating the Sharpe ratio. The theory behind the Sortino variation is that upside volatility is a plus for the investment, and it, therefore, should not be included in the risk calculation. Therefore, the Sortino ratio takes upside volatility out of the equation and uses only the downside standard deviation in its calculation instead of the total standard deviation that is used in calculating the Sharpe ratio.'

Using this definition on our asset we see for example:
  • Looking at the downside risk / excess return profile of -0.11 in the last 5 years of PepsiCo, we see it is relatively smaller, thus worse in comparison to the benchmark SPY (0.76)
  • During the last 3 years, the downside risk / excess return profile is -0.26, which is smaller, thus worse than the value of 1.79 from the benchmark.

Ulcer:

'Ulcer Index is a method for measuring investment risk that addresses the real concerns of investors, unlike the widely used standard deviation of return. UI is a measure of the depth and duration of drawdowns in prices from earlier highs. Using Ulcer Index instead of standard deviation can lead to very different conclusions about investment risk and risk-adjusted return, especially when evaluating strategies that seek to avoid major declines in portfolio value (market timing, dynamic asset allocation, hedge funds, etc.). The Ulcer Index was originally developed in 1987. Since then, it has been widely recognized and adopted by the investment community. According to Nelson Freeburg, editor of Formula Research, Ulcer Index is “perhaps the most fully realized statistical portrait of risk there is.'

Which means for our asset as example:
  • Looking at the Downside risk index of 14 in the last 5 years of PepsiCo, we see it is relatively larger, thus worse in comparison to the benchmark SPY (8.45 )
  • Looking at Downside risk index in of 14 in the period of the last 3 years, we see it is relatively higher, thus worse in comparison to SPY (3.22 ).

MaxDD:

'A maximum drawdown is the maximum loss from a peak to a trough of a portfolio, before a new peak is attained. Maximum Drawdown is an indicator of downside risk over a specified time period. It can be used both as a stand-alone measure or as an input into other metrics such as 'Return over Maximum Drawdown' and the Calmar Ratio. Maximum Drawdown is expressed in percentage terms.'

Applying this definition to our asset in some examples:
  • Looking at the maximum reduction from previous high of -30.3 days in the last 5 years of PepsiCo, we see it is relatively lower, thus worse in comparison to the benchmark SPY (-24.5 days)
  • During the last 3 years, the maximum DrawDown is -27.5 days, which is lower, thus worse than the value of -18.8 days from the benchmark.

MaxDuration:

'The Drawdown Duration is the length of any peak to peak period, or the time between new equity highs. The Max Drawdown Duration is the worst (the maximum/longest) amount of time an investment has seen between peaks (equity highs) in days.'

Applying this definition to our asset in some examples:
  • The maximum days under water over 5 years of PepsiCo is 880 days, which is larger, thus worse compared to the benchmark SPY (488 days) in the same period.
  • Looking at maximum days below previous high in of 626 days in the period of the last 3 years, we see it is relatively higher, thus worse in comparison to SPY (87 days).

AveDuration:

'The Drawdown Duration is the length of any peak to peak period, or the time between new equity highs. The Avg Drawdown Duration is the average amount of time an investment has seen between peaks (equity highs), or in other terms the average of time under water of all drawdowns. So in contrast to the Maximum duration it does not measure only one drawdown event but calculates the average of all.'

Using this definition on our asset we see for example:
  • Compared with the benchmark SPY (117 days) in the period of the last 5 years, the average time in days below previous high water mark of 329 days of PepsiCo is higher, thus worse.
  • Looking at average days below previous high in of 270 days in the period of the last 3 years, we see it is relatively higher, thus worse in comparison to SPY (17 days).

Performance (YTD)

Historical returns have been extended using synthetic data.

Allocations ()

Allocations

Returns (%)

  • Note that yearly returns do not equal the sum of monthly returns due to compounding.
  • Performance results of PepsiCo are hypothetical and do not account for slippage, fees or taxes.