When thinking about the easiest way to make a million dollars, the lottery comes near the top of my list. But after extensive research into this intriguing investment strategy, I discovered a couple of problems. First, lottery tickets lose money, on average. Second, they have really high variance -- I could buy a lottery ticket every day for the rest of my life and still not win the top prize. In fact, if I did it for my next 250 lifetimes, I most likely wouldn't win the top prize.

After 2,500 years, it would get pretty frustrating to lose every time. So a less-annoying strategy is to simply buy stocks on a regular basis and wait for them to become worth a bundle.

Two simple strategies
Between 1968 and 2002, the S&P 500 returned 6.5% annually. At this rate, if you were to invest $300 a month, you'd get to $1 million in about 46 years. So if you're 20 and you start buying the SPDRs exchange-traded fund, which mimics the S&P 500, you'll be there by retirement. This is much better than 250 lifetimes.

On the other hand, it's still a long time. I'd rather get there faster, so I'd prefer better-performing stocks. Luckily, it's still easy to find stocks that have higher returns -- value stocks returned 11% a year over the same time period. That would reduce the time to $1 million from 46 to 33 years.

But you know, I'm really impatient. I'd prefer to make my $1 million even more quickly.

A faster way
To do that, you must find even better-performing stocks. Consider:

Company

Bought

Sold

Annual Return

Dow Jones (NYSE:DJ)

2007

Holding

61%*

American Express

1994

Holding

17.0%

Dow Chemical (NYSE:DOW)

1996

Sept. 1998

11%

AutoZone (NYSE:AZO)

1997

Holding

13%

Accenture (NYSE:ACN)

2005

Holding

17%

MasterCard (NYSE:MA)

2006

Sold 2007

247%

*Since holding is less than a year, Dow Jones returns are year to date.

Aside from great returns, what do these stocks have in common? Two things.

First, they are all stocks selected by expert value investors. Dow Jones and American Express are holdings of Berkshire Hathaway, Warren Buffett's company. Dow Chemical and AutoZone are two of Eddie Lampert's picks -- a fellow lauded as the "next" Warren Buffett and a guy making big bets on stocks like Clear Channel Communications (NYSE:CCU). Accenture and MasterCard are two companies recommended by Philip Durell, the lead analyst of our Inside Value newsletter. The "Bought" and "Sold" years in the table indicate both when these investors found the shares attractive enough to buy and when they decided that the potential upside was no longer great enough to justify maintaining their position.

Second, these stocks aren't your typical companies. They're much better. Every one of them is well known and dominant in its niche. These aren't cigar butts. They're excellent businesses that can provide superior returns for a long time (well, except for Dow Jones, which is being acquired).

And that's the key to getting even better returns out of value stocks -- focusing on quality. Don't just buy any value stock, but buy the best and strongest companies. In other words, wait until a superior company becomes cheap, and then buy it.

How long with these stocks?
With these stocks, how long would it take to reach $1 million? Well, Buffett and Lampert both have returns of more than 20% annually. If you can duplicate their 20%-plus returns, you'll be a millionaire after 22 years (and would have $10 million in 34 years). That's one reason why I believe the best way to make a million in the stock market is by focusing your efforts on finding these stocks.

That's what Philip does at Inside Value, and it's one of the reasons why he's outperforming the S&P 500 since the service began. You can read about his top five picks for new money using this free pass.

This article was first published on Jan. 20, 2007. It has been updated.

Fool contributor Richard Gibbons was hoping to retire before he was decrepit. Unfortunately, he's halfway to retirement but most of the way to decrepitude. He does not have a position in any of the stocks discussed in this article. Berkshire Hathaway and Accenture are
Inside Value choices. Berkshire is also a Stock Advisor pick. Dow Chemical is an Income Investor recommendation. The Fool has a disclosure policy.