LOS ANGELES (AP) — The Emmys keep buying what Mad Men is selling. The 1960s Madison Avenue saga won its fourth consecutive best drama series award Sunday, while big-hearted romp Modern Family claimed its second best comedy trophy.

Modern Family producer Steve Levitan, whose picture of the American family today includes gay couples and interracial families, told of being approached during shooting by a real-life gay couple who wanted to say thanks.

“They said, ‘You’re not just making people laugh, you’re making them more tolerant,”‘ said Levitan, whose show received a total of five awards.

While Mad Men gained the top drama award, it couldn’t pull individual honors for stars Jon Hamm or Elisabeth Moss.

A new category, which combines the previously separate best miniseries and made-for-TV movie nominees, included the miniseries Mildred Pierce, with British film star Kate Winslet nominated in the role of an embattled mother, and the movie Too Big to Fail, about the US. fiscal crisis in 2008.

Winslet, an Oscar winner, captured the trophy for lead actress, while her co-star Guy Pearce won the award for best supporting actor.

“I’m thrilled. I had a crush on Guy Pearce since I was 11 years old, so just to stand in the same room as him was really thrilling for me,” Winslet said.

Dame Maggie Smith won supporting actress honors for the miniseries Downton Abbey, which also won best in its category for British director Brian Percival. Julian Fellowes won for best writing in that category.

Modern Family won the first four Emmys, capturing best supporting comedy actress, best supporting comedy actor, best writing for a comedy and best direction for a comedy series.

Julie Bowen and Ty Burrell, who play husband and wife on the series, won best supporting actor honors for a comedy series.

“Oh, my God, I don’t know what I’m going to talk about in therapy next week,” said a shocked-looking Bowen. “I won something.”

Burrell spoke of his own father in accepting his best supporting actor award.

“I actually got kind of a late start in acting. My dad actually passed away before he ever saw me perform and I can’t help but wonder what he would think about all this … going to work in full makeup,” Burrell said.

Julianna Margulies won top drama acting honors for The Good Wife. Margulies, who navigates politics, law and family in the show, added to her Emmy stash. As part of the ER medical drama cast, she won a supporting actress Emmy in 1995.

Melissa McCarthy of Mike and Molly was honoured as best lead actress in a comedy series with an Emmy and a glitzy prom queen’s crown, while Jim Parsons of The Big Bang Theory earned his second trophy in the best actor category.

Moments earlier, she and her fellow nominees had broken with tradition by jumping up on stage as their names were called, led by Amy Poehler of Parks and Recreation.

They earned a standing ovation from many in the audience, which seemed fitting in a year in which TV shows and movies are giving women edgier leading roles. Among them is the box-office hit Bridesmaids, which featured McCarthy.

Parsons looked genuinely surprised at his victory. “This is so odd for so many reasons. I was assured by many people in my life that this wasn’t happening,” he said.

After weeks of speculation over who would win for best actor in a drama (the long-denied Hamm for Mad Men or British star Hugh Laurie for House?), Kyle Chandler’s name was called for his performance as a Texas high school football coach in the final season of Friday Night Lights.

Kyle Chandler was the surprise winner in the best drama actor category for the last season of Texas football drama Friday Night Lights, blocking odds-on favorites among his fellow nominees, including Hamm. Chandler also beat out Steve Buscemi of Boardwalk Empire.

It was a fitting victory for Chandler and Friday Night Lights, which was critically acclaimed but struggled for an audience, and whose high school football team’s motto was, “clear eyes, full hearts, can’t lose.”

The first awards in the drama category went to Jason Katims of Friday Night Lights for outstanding writing, and Margo Martindale, named best supporting actress for the show Justified.

Peter Dinklage, the winning actor in the category for sci-fi fantasy Game of Thrones, was awed by another winner, filmmaker Martin Scorsese, who received a directing trophy for Boardwalk Empire.

The directing trophy was the sole award Sunday for Boardwalk Empire, HBO’s lavishly produced tale of Prohibition-era mobsters and crooked politicos on the make in freewheeling Atlantic City, New Jersey.

The ceremony aired by Fox opened with a pre-taped comedy sketch that generated controversy because Alec Baldwin’s part was cut after he included a joke about the News Corp phone hacking scandal. Fox is a unit of News Corp.

Baldwin tweeted that Fox killed the joke about the hacking scandal in Britain involving the now-closed News of the World tabloid. Fox said it believed the joke was inappropriate to make light of an issue being taken very seriously by the company.

Leonard Nimoy stepped in and the bit was retaped. It featured Glee star Jane Lynch as host celebrating television in a musical number, singing about TV as “a vast wonderland, a kingdom of joy in a box.”

Charlie Sheen presented the lead actor award, using his time onstage to make nice with his former Two and a Half Men colleagues. He was fired from the show after bitterly clashing with its producer and studio, and was replaced by Ashton Kutcher.

“From the bottom of my heart, I wish you nothing but the best for this upcoming season,” he said. “I know you will continue to make great television.”

Barry Pepper, who played Robert F Kennedy in the controversial miniseries The Kennedys, won the lead actor award.

In the reality-competition category, perennial winner The Amazing Race returned to triumph Sunday after losing last year to Top Chef. American Idol lost its ninth shot at winning, this time for a season in which it successfully navigated the loss of key jusdge Simon Cowell.

HBO had a leading 19 awards, including trophies given Sunday and at last week’s creative arts awards for technical and other achievements. PBS, which had a hit with Downton Abbey, earned 14 to shoulder past the commercial networks and come in second, ahead of CBS with 11, Fox with nine, ABC with eight and NBC with six.

After hitting an all-time viewership low of 12.3 million in 2008, the Emmys rebounded somewhat in the last two years and drew a 2010 audience of 13.47 million, compared to 26.7 million for this year’s Grammys and nearly 38 million for the Oscars.