TORONTO - When Kyle Dubas began using advanced stats and analytics as general manager of the Ontario Hockey Leagues Sault Ste. [url=http://www.germanyfcsoccershop.com/c-43-niklas-sule-germany-jersey. aspx]Niklas Sule Jersey[/url] . Marie Greyhounds, he and his staff had to track, import and compare ev

TORONTO - When Kyle Dubas began using advanced stats and analytics as general manager of the Ontario Hockey Leagues Sault Ste. Niklas Sule Jersey . Marie Greyhounds, he and his staff had to track, import and compare everything manually.That would take hours and hours, and there would be lag time between games, Dubas said. We didnt have any budget to do anything good enough to make it real-time.Now, as assistant GM of the Toronto Maple Leafs, Dubas has just about all the information he could want at his fingertips. Over the past couple months, the Leafs have forged a partnership with analytics firm SAS and on opening night began using the technology they hope will eventually improve their on-ice results.Were able to collect the data and have it in real-time, be able to use it to give to our coaches in the game and to analyze for ourselves in decision-making, Dubas said. To have those tools at your disposal on your phone or iPad, its been great and a massive and welcome change.The SAS technology captures stats from every NHL game and team. Dubas and Torontos hockey research and development staff can then access that information, which means Leafs analytics specialists Cam Charron, Darryl Metcalf and Rob Pettapiece — all hired over the summer as part of Dubas and president Brendan Shanahans shift to a more analytical approach — dont have to manually keep track of things like shot attempts, ice time or quality of competition.Meanwhile, the Leafs track their own stats — proprietary information they wont share — which is also inputted into the new system to be cross-referenced later. The result is a series of graphs and charts that attempt to explain aspects of the sport that go beyond traditional statistics like goals, assists and plus/minus.When you start to use a deeper form of analysis, it kind of just allows you to question what youre seeing and allows you to better understand whats actually happening in the game, which players will play well together, which defence pairings will play well together, Dubas said. It encompasses around everything because it adds context and powerful information to everything that we can do.SAS analytics lead Tim Trussell said the purpose is to be validating assumptions or validating hypotheses in an unbiased way.Hockey executives, coaches, players and fans can watch a game and have a good idea of whos playing well and whos not, but having the data to back it up adds another dimension to measuring hockey.Carl Farrell, SAS Canadas executive vice-president, said several other teams are doing similar things. SAS has worked with the NBAs Orlando Magic for some time.Sports analytics now is growing in all the different sports segments and hockey being one of them, Farrell said. I think youre going to see more of this. People are realizing: This datas important. It brings extra context, extra depth to the kind of decisions that Kyle and the team have to make.Dubas said when he was hired, Shanahan and general manager Dave Nonis were eager to learn as much about analytics and obtain as much information as possible. Over the previous couple of years, the Leafs were a punching bag for the advanced-stats converts, who criticized them for being a bad puck-possession team.Centre Nazem Kadri has noticed more of an emphasis on holding onto the puck this season than in the past.I think they want you controlling the puck a little more and teams have really started to do that, Kadri said. Obviously theres times and places where youve got to dump the puck and try and get retrievals, but really its all about the neutral-zone and offensive-zone possession.In an effort to join some of the better teams in the departments of analytics, puck possession and sustained winning, the Leafs hired stats bloggers Charron, Metcalf and Pettapiece.Theyre watching the game and tracking different things that were doing either that weve keyed on and want for every game or different things that were trying to test to see if theres any correlation between how we play and our ability to score more goals than the other team, Dubas said.The SAS partnership, announced Thursday morning, seems like the next step in the process for the Leafs.Over time its not so much the technology that differentiates. Its how an organization uses it, how they incorporate it into their business process, said Cameron Dow, vice-president of marketing for SAS Canada. Its all that softer stuff: How do you change the culture to be more analytically oriented, those sorts of things, is really one of the keys to unlocking the value.Part of changing the culture is taking ideas and information and selling it to the coaching staff. Dubas said that was one of the more difficult things in Sault Ste. Marie.You cant just come in and be abrasive and try to overnight have everybody just nod in agreement with everything that happens, Dubas said. It just adds context and information to what theyre doing as coaches and try to be helpful to them.Coach Randy Carlyle said it could take some time to put into effect what the analytics data says.Theres been information thats been supplied to us thats helped us, and were going to continue to use it as a tool, Carlyle said. We think wed be crazy not to. If there was no value in it — in our minds there is value in it, so were going to use it.So far and through the very small sample size of four regular-season games, Dubas said, the most noticeable impact has been on analyzing upcoming opponents. The Leafs could begin to anticipate how the Pittsburgh Penguins were playing under new coach Mike Johnston or how new players were fitting in for the New York Rangers and Colorado Avalanche.Youre trying to analyze, even though its a small sample: How are those teams changing or how are they playing, what effects are different guys having with different players, and be able to apply that to our preparation for every game, Dubas said.So far, only Dubas, Charron, Metcalf and Pettapiece have access to the raw data, though that could change over time. SAS also has the ability to add more depth to the information the Leafs can unearth and sift through.We see a lot of potential in the future to add and complement to what Kyle and the team are doing right now, Dow said. I think theyre just scratching the surface of what is possible.Integrating analytics is part of a long-term process for the Leafs, Dubas said. And unlike junior hockey with its high turnover, the NHL has components like a salary cap and roster construction that mean any such turnaround like the one he led with the Greyhounds will require patience.Dubas already got a taste of impatience when the Leafs lost their first two games.Being an active social-media user I was fascinated: Saturday night we lost and went to 0-2 and it was hilarious to kind of watch everyone say, I thought analytics was supposed to make the team an overnight success, Dubas said. The key thing for me is Ive lived through it before in Sault Ste. Marie. We went from doing nothing to collecting information and data and tracking it and integrating it into the organization. It takes time.Kadri spent some time learning more about advanced stats but hasnt changed his style.Im a puck-possession player, so its not like Im opposed to it, Kadri said. Ive seen charts and things like that and graphs and all that. Im not a math major by all means. I just go out there and try to play my game, and whatever the numbers show, they show.---Follow @SWhyno on Twitter Kevin Trapp Jersey . Coming off a 6-0 drubbing at Chelsea on Saturday, Arsenal endured another demoralizing result after rallying for a 2-1 lead -- only to concede a fluke equalizer. Antonio Rudiger Jersey . Coetzees finish, with six birdies and no bogeys, took him to 19-under 268 overall and past South African compatriots Thomas Aiken and Justin Walters, the overnight co-leaders. Coetzee was flawless on the East Course at Royal Johannesburg and Kensington Golf Club to clinch his maiden title after 24 top 10 finishes. http://www.germanyfcsoccershop.com/c-13-marco-reus-germany-jersey.aspx . That Ginette Reno can sing.LOS ANGELES, Calif. - As torrid as the Los Angeles Dodgers have been, Hyun-Jin Ryu is on an impressive roll, too. The rookie left-hander extended his career-high winning streak to six games with seven innings of one-run ball as the Dodgers beat Matt Harvey and the New York Mets 4-2 on Tuesday night for their first seven-game winning streak in more than three years. "Youve got to play a perfect game to beat them right now, and were not doing that," Mets manager Terry Collins said. The Dodgers improved to 39-8 since June 22, becoming the first NL team with such a run since the New York Giants from Aug. 12-Oct. 3, 1951. Their winning streak is the franchises longest since taking nine straight from May 9-18, 2010. "The Dodgers are having a lot of fun right now," Los Angeles shortstop Nick Punto said. Ryu (12-3) allowed one run and five hits in seven innings, struck out three and walked one. The left-hander is 6-0 with a 3.12 ERA in his last seven starts since July 5. The Dodgers have won each of Ryus last nine starts. "He was matching their guy pitch for pitch," catcher A.J. Ellis said. "You could tell before the game he had an edge to him. He used all his pitches." The Dodgers starters improved to 13-1 with a 1.72 ERA in their last 18 games since July 26. "Ryu is the game plan when you got a guy like Harvey out there," Dodgers manager Don Mattingly said. "Hyun-Jin was obviously up to the challenge. I was looking to see how he was going to respond to this little matchup. In the games theyve made a big deal of hes responded really well." Harvey (9-4) gave up four runs and eight hits in six innings, struck out three and walked two. The right-hander wass coming off his first career shutout, pitching a four-hitter in a 5-0 win over Colorado on Aug. Mario Gomez Jersey. 7. He hadnt allowed an earned run in three of his previous four starts while going 2-1 with a 0.91 ERA in that stretch. "I was pretty inconsistent all night. I just couldnt locate anything," Harvey said. "When I tried to go in, it was over the middle. When I tried to go away, I was yanking it a bit. And when youre not hitting your spots and making quality pitches against a team like that, theyre going to put the ball in play." Kenley Jansen allowed a run in the ninth, but earned his 19th save in 22 chances. Puntos RBI double scored the tying and go-ahead runs in the fifth off Harvey (9-4). His hit in the left field corner scored Ellis, who walked, and Juan Uribe, who singled, making it 2-1. The Dodgers extended their lead to 4-1 in the sixth on Ellis two-out RBI single to left that scored Mark Ellis and Yasiel Puig, who both singled. "When our pitchers are keeping us in games like this it just takes a timely hit," Punto said. Juan Lagares homered in the first for the Mets. John Bucks RBI single with two outs in the ninth accounted for their other run. The Mets have lost eight of nine to the Dodgers. Notes: With the win, the Dodgers clinched the series and improved to 12-0-4 in their last 16 series. ... Mets 3B Wilmer Flores was out of the lineup with a stiff right ankle that he tweaked while running to third base on Monday night. ... Dodgers OF Andre Ethier was scratched with left calf tightness. ... Dodgers 1B Adrian Gonzalez team-best streak of recording an RBI in seven straight games ended after he was hitless in four at-bats. Cheap NFL Black Jerseys Wholesale Black NFL Jerseys Wholesale NFL Gear Wholesale Stitched Jerseys Wholesale NFL Womens Jerseys Cheap NFL Black Jerseys Jerseys NFL China ' ' '