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Jim Cramer is one of the most popular and joyful stock pickers in the Street. I have been writing about his Mad Money stock picks for nearly two months. I am happy to see that I have quite a large community of readers who regularly follow my Cramer articles.

I thought that it might be useful to bring Cramer’s highest dividend-paying stocks together in an article. I have examined these stocks from a fundamental perspective, adding my O-Metrix Grading System where possible. Here is a fundamental analysis of these stocks from Cramer's Mad Money (data obtained from Finviz/Morningstar and is current as of Aug 19):

Stock Name

Ticker

Cramer's Suggestion

O-Metrix Score

My Take

City Telecom

CTEL

Buy

4.69

Buy

Windstream

WIN

Buy

2.45

Long-Term Buy

Anworth Mortgage

ANH

Buy

13.01

Buy on Dip

Telecom Argentina

TEO

Buy

7.66

Long-Term Buy

Solar Capital

SLRC

Buy

12.4

Buy

City Telecom will build a multimedia center in Hong Kong. The company shows a trailing P/E ratio of 11.0, and a forward P/E ratio of 9.3, as of Aug 19. Estimated annual EPS growth for the next five years is 2.0%. Profit margin in 2010 was 16.6%, while shareholders enjoyed a 7.54% dividend.

The company has an O-Metrix score of 4.69. It has a significant gross margin of 87.1%, and earnings increased by 27.86% this quarter. The stock is currently trading 37.63% lower than its 52-week high, while it returned -15.6% in the last twelve months. Debt-to assets ratio is buried into the ground. Target price is $16.00, which implies a 64.9% upside potential. Debt-to equity ratio is 0.1, way below the industry average of 3.3. This is a company to count on.

Windstream recently amended both its security and credit agreements. The Arkansas-based telco shows a trailing P/E ratio of 21.1, and a forward P/E ratio of 13.2, as of the Friday close. Analysts expect the company to have an annualized EPS growth of -1.0% in the next five years. With a profit margin of 6.9%, Windstream offered an attractive dividend of 8.60% last year.

The company returned 3.9% in a year, while it is trading 14.54% lower than its 52-week high. ROE is 38.04%, and gross margin is 61.7%. Target price is $14.15, indicating an about 21.6% increase potential. The company is in serious debt, and SMA ratios are awful. The stock is down by 8.28% in the last month. Neverthless, insiders have been buying stocks for a while. Analysts' mean target price is $14.15, implying 22% upside potential.

Anworth Morthage recently declared its quarterly earnings results. The mortgage REIT was trading at an admirable P/E ratio of 7.6, and a forward P/E ratio of 7.3, as of Aug 19. Analysts estimate a 5.0% annual EPS growth for the next five years. With a profit margin of 85.2%, and a dividend yield of 14.39%, Anworth Mortgage is a screaming buy for dividend lovers.

ROE and ROI are 12.43% and 11.92%, respectively. The company has a magnificent O-Metrix score of 13.01, and it is currently trading 7.95% lower than its 52-week high. Target price is $7.75, implying an 11.5% upside movement potential. Institutions own 55.10% of the stock, whereas it returned 1.3% in a year. Debt-to assets ratio is nearly zero percent for the last five years. Anworth is a profitable pick to go long. A pullback can create an opportune entry point

Telecom Argentina recently announced its Q2 2011 results. The Buenos Aires, Argentina-based company has a P/E ratio of 8.10, and a forward P/E ratio of 7.3, as of the Friday close. Analysts expect the company to have a 2.0% annualized EPS growth in the next five years. Profit margin in 2010 was 13.8%, whereas shareholders enjoyed a 9.80% dividend.

Telecom Argentina had a 37.72% EPS growth this year, and 30.10% this quarter. The stock is trading 17.08% lower than its 52-week high, while it returned 7.9% in the last twelve months. Sales rose by 29.33% this quarter. Debt-to equity ratio is 0.0, far better than the industry average of 3.3. ROA, ROE, and ROI are 20.06%, 38.62% and 35.40%, respectively. Gross margin is 50.7%. Target price indicates an about 21.3% upside movement potential, and the company has an O-Metrix score of 7.66. Analysts give a 1.8 recommendation for Telecom Argentina (1=Buy, 3=Sell). The company started paying dividends again in April 2010. Returning large profits is no sweat for the company.

Solar Capital recently reported its quarterly earnings result. The company, as of the Aug 19 close, shows a remarkable trailing P/E ratio of 5.8, and a forward P/E ratio of 8.4. Five-year annualized growth forecast is 6.0%. With a gorgeous profit margin of 106.6%, and a dividend yield of 11.61%, Solar Capital is an outstanding pick for dividend lovers.

The company is trading 18.31% lower than its 52-week high, while it returned 4.0% in the last twelve months. O-Metrix score of Solar Capital is 12.4. Target price is $26.40, implying a 27.6% upside potential. ROA and ROE are 15.84% and 11.69%, respectively. P/B is 0.9, better than the industry average of 1.2. Eight out of ten analysts covering the stock recommend buying. This stock is a superb profit maker.

Source: 5 Highest Yielding Stock Calls By Cramer