undamentalytics Newsletter

Yates Lloyd M: insider trades

Chief executive, Officer, Director at 4 companies we cover. 4 open-market purchases and 18 sales not made under a pre-set plan, reported from September 4, 2012 to July 24, 2026.

Would copying Yates Lloyd M’s purchases have beaten the S&P 500?

Too few purchases to judge. Only 4 purchases have 12 months of prices after the report; we judge insiders once they have 20. The figures below can swing a long way on a handful of trades. Buying each purchase the day after it was reported, an equal amount each, and holding it 12 months or until they reported a sale would have turned $10,000 on March 27, 2013 into $29,862 by November 2, 2026, +8.4% a year. The copy held shares only 29% of the time, so the fair comparison is the S&P 500 on those same days with Treasury bills otherwise: $27,108, +7.6% a year (the S&P 500 held throughout made $60,869, +14.2% a year). Beta against the index was 0.16. Twelve months after each report, the average purchase was +2.1% against the S&P 500 (median +5.6%), and 75% beat it. Measured from the trade date, the insider’s own timing, the average was +2.5%. After their sales, the shares moved −4.1% against the index over 12 months on average (a negative figure means selling was the right call); 63% trailed it.

With 296 insiders tested, some will look skilled or unskilled by chance alone: when we replaced each insider’s stocks with random companies bought on the same days, about 5.7 cleared the bar ahead and 23.3 behind. One record on its own proves little.

$0$20.0k$40.0k$60.0k 2013201520172019202120232025 $60.9k$29.9k$27.1k
Copying Yates Lloyd MS&P 500, same days investedS&P 500, held throughout $10,000 copying Yates Lloyd M’s open-market purchases from March 27, 2013, before costs and taxes, marked weekly. Each purchase gets the same starting stake, bought at the close of the first trading day after the report and sold 12 months later or the day after a reported sale of that stock; uninvested money earns the Treasury bill rate. “Same days invested” holds the S&P 500 only on the days the copy held shares, Treasury bills otherwise.
Return a year, copying
+8.4%
S&P 500, same days invested
+7.6% (held throughout +14.2%)
Time in shares
29%
Sharpe ratio (S&P 500)
0.66 (0.76)
Biggest drop (S&P 500)
−20% (−34%)
Market sensitivity (beta)
0.16
Purchases copied
4

Trade by trade

Yates Lloyd M: trades against the S&P 500 afterwards
MeasuredTrades countedAverage vs S&P 500MedianWent the right wayYearst-statisticp-valueEvidence
Purchases, 3 months after the report 4 +0.9% +1.1% 50% 4 0.50 0.65 No reliable evidence
Purchases, 6 months after the report 4 −0.4% +2.2% 50% 4 −0.06 0.95 No reliable evidence
Purchases, 12 months after the report 4 +2.1% +5.6% 75% 4 0.31 0.78 No reliable evidence
Purchases, 12 months after the trade 4 +2.5% +6.2% 50% 4 0.37 0.74 No reliable evidence
Sales, 3 months after the report 18 −2.2% −1.7% 61% 11 −1.70 0.12 No reliable evidence
Sales, 12 months after the report 16 −4.1% −7.3% 63% 10 −0.53 0.61 No reliable evidence
Sales, 12 months after the trade 16 −4.7% −8.0% 63% 10 −0.61 0.56 No reliable evidence

“Average vs S&P 500” is the stock’s return including dividends minus the index’s over the same dates, from the close on the first trading day after the report, or from the close on the trade date. Only windows that have finished are counted. For sales, a negative figure means the stock lagged after it was sold, so selling was the right call (green). “Went the right way” is the share of purchases that beat the index, or of sales that trailed it. The t-statistic uses one average per year of reports, because one person’s trades bunch into the same stock and weeks, and needs trades in at least four different years; the p-value comes from the t distribution with that number of years (with four years, a t of 2 has p = 0.14). “Some evidence” means p under 5%, “strong evidence” p under 1% over at least six years.

Companies traded

CompanyTitle on the latest filingPurchasesSalesFirst reportLatest report
Duke Energy DUK EVPCust&DelivOps;PresCarolinas014September 4, 2012August 28, 2019
Marsh McLennan MRSH —22March 26, 2013July 24, 2026
NiSource NI Director and President & CEO12August 25, 2023May 26, 2026
American Water Works AWK —10May 15, 2020May 15, 2020

Trades and what followed

Moves are against the S&P 500; green means the trade went the insider’s way.

ReportedTradedCompanyTradeValue3 months after report12 months after report12 months after trade
July 24, 2026July 23, 2026 MRSH Sale $2,107,800 +5.3%not yetnot yet
May 26, 2026May 21, 2026 NI Sale $950,066 −15.1%not yetnot yet
May 19, 2025May 16, 2025 NI Sale $627,824 +0.4%−2.7%−0.3%
August 25, 2023August 23, 2023 NI Purchase $1,057,600 −3.5%+0.5%−0.9%
November 17, 2020November 16, 2020 MRSH Sale $766,802 −2.9%+18.1%+16.7%
May 15, 2020May 13, 2020 AWK Purchase $231,900 +5.0%−16.8%−15.7%
August 28, 2019August 26, 2019 DUK Sale $1,816,267 −11.8%−32.5%−29.4%
May 28, 2019May 23, 2019 DUK Sale $451,331 +5.0%−6.7%−9.1%
February 28, 2019February 26, 2019 DUK Sale $309,785 −1.9%+0.3%+2.4%
March 2, 2018February 28, 2018 DUK Sale $284,883 −3.0%+17.0%+19.0%
November 14, 2017November 13, 2017 DUK Sale $449,750 −20.5%−7.9%−6.8%
February 28, 2017February 27, 2017 DUK Sale $410,050 +4.5%−17.6%−20.7%
February 24, 2016February 23, 2016 DUK Sale $149,300 −5.9%−11.7%−14.1%
May 28, 2015May 27, 2015 MRSH Purchase $176,760 −0.5%+14.1%+13.6%
May 20, 2015May 19, 2015 DUK Sale $448,440 +5.9%+7.4%+6.8%
November 12, 2014November 7, 2014 DUK Sale $328,000 −2.0%−12.8%−18.2%
August 27, 2014August 26, 2014 DUK Sale $312,352 +5.5%+1.3%+4.3%
January 3, 2014January 2, 2014 DUK Sale $20,769 +4.3%+17.6%+14.2%
August 13, 2013August 9, 2013 DUK Sale $618,831 −1.5%−9.2%−11.0%
May 15, 2013May 14, 2013 DUK Sale $507,108 −4.7%−11.3%−12.3%
March 26, 2013March 22, 2013 MRSH Purchase $149,280 +2.8%+10.7%+13.2%
September 4, 2012August 30, 2012 DUK Sale $324,558 −0.5%−15.2%−16.2%

Open-market purchases and sales of at least $10,000 in companies we cover, from SEC Form 4 filings; sales made under a pre-set Rule 10b5-1 plan are not shown. “Not yet” means the window has not finished or the share price was under $5 at entry. These are the shares’ moves after each trade: they say nothing about why Yates Lloyd M traded and do not suggest the use of non-public information. How every insider compares · the insider trading backtest.