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Jim Cramer continued an annual tradition on his "Mad Money" show Wednesday by offering some of his forecasts for the coming year.

He predicted the Dow Jones is going to close 17% higher at 14,582 in 2007 and named his top three value stocks of the year.

Last year, Cramer tapped only one stock of the year -- Allegheny Technologies ( ATI), which turned out to be the "single best-performing stock in the S&P 500." But this year, he said he's learned that people don't want one stock of the year; they want a menu to pick from.

As there are three types of stocks -- low-risk value stocks for conservative investors, higher-risk growth stocks, and speculative stocks for "bungee jumpers" -- Cramer said he is going to spend the rest of the week naming his top three in each category.

Howdy, Halliburton

Starting with his top value plays, Cramer named Halliburton ( HAL), which he owns for his charitable trust, Action Alerts PLUS, as his third value pick.

"When we look for value, we're looking for stocks with not much downside," he said. "These are stocks that let you sleep at night because the downside is quantifiable."

Everyone should have some value stocks in their portfolios, Cramer went on to say. Although many people hate this stock, he believes it is "too cheap," and if it stays that way, it could go private.

It doesn't make sense that the market hasn't taken Halliburton higher even though it owns 80% of KBR ( KBR), which is up 50% on its own, Cramer said. Once Halliburton sells its shares of KBR, Cramer believes it will be "flush with cash" and will reinvest in itself.

Cramer called it a "stellar play" for 2007.

Good as Goldman

The second place value contestant, Cramer continued, is Goldman Sachs ( GS), which he also owns for his charitable trust.

Despite the fact that Goldman Sachs is a $200 stock, he explained it is cheap on a valuation basis. It has a 15% long-term growth rate, which is better than every brokerage house, but its multiple to earnings is lower than any of its competitors, Cramer said.

Goldman Sachs is the best broker, and the best play for mergers and acquisition activity, equity issuance and investing. At the same time, it is the cheapest, he said. Moreover, not only does the company have "great management," but last year it bought back more than $7.8 million of its stock and should buy back even more this year, Cramer said.

Goldman is a great value stock but is still the runner-up, he said.

All About Altria

If Cramer could only own one value stock for 2007, he said Altria ( MO), a stock he owns for his charitable trust, would be it. He named it his No. 1 value pick of the year.

If the company breaks up its domestic tobacco business, its international tobacco business and its Kraft Foods ( KFT) division, Cramer believes investors could make a quick $30 a share.

Altria's management knows it should split up the company, but up until this year, the company wasn't able to because of an endless stream of smoking-related lawsuits it faced. Now that the lawsuit stream is running low, Cramer said Altria will be able to focus on breaking up the company.

Kraft has been performing poorly, but those days will be over "once it's unshackled from tobacco," Cramer said. Also, Altria's international business should be "worth a lot more" on its own as exchange rates should "bump its earnings," he said.

Plus, Altria shareholders should benefit from the fact that it is cutting back on making its usual cultural contributions, that it has increased its price on cigarettes for the third time in three years and that it is getting rid of promotional discounts, which Altria has realized it does not need to sell its brands, Cramer said.

Let Your Six Flags Fly

Cramer welcomed Mark Shapiro, Six Flags' ( SIX) CEO and president, to the show and asked him when people are going to start liking the company.

"People are going to start liking Six Flags this year," Shapiro responded.

Management needed time to break the company down and to fix it, the chief executive said. Six Flags had a transition year in which the company rebuilt its foundation, and it is continuing to do so, he added.

"We've cleaned up our parks, put better employees on the ground," Shapiro said. "We reinvested money into fixing the operation." In addition, "the value of the underlying real estate is substantial," he continued.

Shapiro said people don't like Six Flags because they had a bad experience at the rundown parks. However, they need to understand that "it takes awhile to turn a ship like this around," he said.

"We are fixing it and marketing it better," he said. "We have a great team and are going to execute this year."

Cramer said he believes the stock is done going down and should go higher.

To view Cramer's interview with Mark Shapiro, please click here.

Lightning Round

Cramer was bullish on Chevron ( CVX), Melco PBL Entertainment ( MPEL), NYSE Group ( NYX), eBay ( EBAY), Simon Property Group ( SPG), Northgate Minerals ( NXG), Yamana Gold ( AUY), Crystallex ( KRY), Dell ( DELL) and Wells Fargo ( WFC).

Cramer was bearish on Exxon Mobil ( XOM), Motorola ( MOT), Nokia ( NOK) and Hershey ( HSY).

For more of Cramer's insights during the Lightning Round, click here .

Want more Cramer? Check out Jim's rules and commandments for investing from his latest book by clicking here.

At the time of publication, Cramer was long Altria, Goldman Sachs and Halliburton.

Jim Cramer, host of the CNBC television program "Mad Money," is a Markets Commentator for, Inc., and CNBC, and a director and co-founder of All opinions expressed by Mr. Cramer on "Mad Money" are his own and do not reflect the opinions of or its affiliates, or CNBC, NBC UNIVERSAL or their parent company or affiliates. Mr. Cramer's opinions are based upon information he considers to be reliable, but neither, nor CNBC, nor either of their affiliates and/or subsidiaries warrant its completeness or accuracy, and it should not be relied upon as such. Mr. Cramer's statements are based on his opinions at the time statements are made, and are subject to change without notice. No part of Mr. Cramer's compensation from CNBC or is related to the specific opinions expressed by him on "Mad Money."

None of the information contained in "Mad Money" constitutes a recommendation by Mr. Cramer, or CNBC that any particular security, portfolio of securities, transaction, or investment strategy is suitable for any specific person. You must make your own independent decisions regarding any security, portfolio of securities, transaction, or investment strategy mentioned on the program. Mr. Cramer's past results are not necessarily indicative of future performance. Neither Mr. Cramer, nor, nor CNBC guarantees any specific outcome or profit, and you should be aware of the real risk of loss in following any strategy or investments discussed on the program. The strategy or investments discussed may fluctuate in price or value and you may get back less than you invested. Before acting on any information contained in the program, you should consider whether it is suitable for your particular circumstances and strongly consider seeking advice from your own financial or investment adviser.

Some of the stocks mentioned by Mr. Cramer on "Mad Money" are held in Mr. Cramer's Action Alerts PLUS Portfolio. When that is the case, appropriate disclosure is made on the program and in the "Mad Money" recap available on The Action Alerts PLUS Portfolio contains all of Mr. Cramer's personal investments in publicly-traded equity securities only, and does not include any mutual fund holdings or other institutionally managed assets, private equity investments, or his holdings in, Inc. Since March 2005, the Action Alerts PLUS Portfolio has been held by a Trust, the realized profits from which have been pledged to charity. Mr. Cramer retains full investment discretion with respect to all securities contained in the Trust. Mr. Cramer is subject to certain trading restrictions, and must hold all securities in the Action Alerts PLUS Portfolio for at least one month, and is not permitted to buy or sell any security he has spoken about on television or on his radio program for five days following the broadcast.

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