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Are The Cavs Overrated Or Underrated

198476ers52-30+2.4Lost 1st Round15871572-15 ELO RATING IN PLAYOFFS 2012Heat46-20+6.4Won Title16131712+99 2009Cavaliers66-16+8.9Lost Conf. Finals17251742+17 1979Bullets54-28+4.8Lost Finals15811554-27 Average* * Average excludes 2017 Cavaliers.Source: Basketball-reference.com 1982Celtics63-19+6.4Lost Conf. Finals16861703+17 2007Cavaliers50-32+3.9Lost Finals15981621+23 1999Bulls13-37-8.6Missed playoffs1355—— 2000Spurs53-29+5.9Lost 1st Round16371625-12 2001Lakers56-26+3.7Won Title16471779+132 2011Heat58-24+7.5Lost Finals16721702+30 2007Heat44-38-1.2Lost 1st Round15051479-26 2006Spurs63-19+6.7Lost 2nd Round16851675-10 1988Lakers62-20+4.8Won Title16431662+19 2010Lakers57-25+4.8Won Title16131695+82 2003Lakers50-32+2.7Lost 2nd Round16551651-4 1981Lakers54-28+3.3Lost 1st Round16101595-15 2013Heat66-16+7.0Won Title17571754-3 Forget looking at defending champions, though. The more important variable, as far as sports bettors are probably concerned, is LeBron. Between his experience, his toughness, and his ability to thrive in crunch-time situations, he has a game well tailored to the playoffs. And that shows up in the data: 2014Heat54-28+4.8Lost Finals15811604+23 1993Bulls57-25+6.2Won Title16791726+47 1986Lakers62-20+6.8Lost Conf. Finals16521647-5 How defending NBA champions fared the next season 2002Lakers58-24+7.2Won Title16761738+62 1996Rockets48-34+1.6Lost 2nd Round14851497+12 2005Pistons54-28+3.3Lost NBA Finals16131689+76 1994Bulls55-27+2.9Lost 2nd Round15751607+32 16441658+15 1990Pistons59-23+5.4Won Title16661716+50 1989Lakers57-25+6.4Lost NBA Finals16371677+40 2012Mavericks36-30+1.8Lost 1st Round15471525-22 2016Warriors73-9+10.4Lost NBA Finals17881756-32 2013Heat66-16+7.9Won Title17571754-3 1987Celtics59-23+6.6Lost NBA Finals16761659-17 2004Spurs57-25+7.5Lost 2nd Round17341719-15 1997Bulls69-13+10.7Won Title17661802+36 2017Cavaliers51-29+3.2TBD1566TBDTBD 1998Bulls62-20+7.2Won Title17281785+57 ELO RATING IN PLAYOFFS LeBron James’s teams usually find a higher gear in the playoffs 1985Celtics63-19+6.5Lost NBA Finals16681685+17 Average* 2008Spurs56-26+5.1Lost Conf. Finals16621678+16 1991Pistons50-32+3.1Lost Conf. Finals15521535-17 * Average excludes 1999 Bulls and 2017 CavaliersSource: Basketball-reference.com 2017Cavaliers51-29+3.4TBD1566TBDTBD 1983Lakers58-24+5.1Lost Finals16051606+1 2015Spurs55-27+6.3Lost 1st Round17331721-12 1980SuperSonics56-26+4.2Lost 2nd Round16391614-25 2016Cavaliers57-25+6.0Won Title16421759+117 1992Bulls67-15+10.1Won Title17691762-7 2011Lakers57-25+6.0Lost 2nd Round16591624-35 2006Cavaliers50-32+2.2Lost 2nd Round15621564+2 1995Rockets47-35+2.3Won Title15311665+134 The Cleveland Cavaliers haven’t been any good lately. And I don’t just mean their loss Sunday against the Atlanta Hawks, in which they became only the third team in NBA history to blow a 26-point fourth-quarter lead. They’re 12-13 since the All-Star break. They have one of the NBA’s worst defenses, having allowed 107.9 points per 100 possessions — in the same territory as the Orlando Magic and the New York Knicks. They haven’t won a road game against a Western Conference playoff team all season. But handicappers think LeBron James and company have a pretty good chance of winning their second-straight NBA title anyway.Their view depends on their belief in the existence of Playoff LeBron, a superhero that transcends his already-formidable regular season form to carry his team to ever-greater heights. The good news for Cavs’ fans is that Playoff LeBron exists. He just might not be mighty enough to drag this team to a title.On the basis of their regular-season record and point differential, this season’s Cavs have been in the same general vicinity as teams such as the Boston Celtics, Toronto Raptors and Utah Jazz. Those teams are variously 30-to-1 to 100-to-1 longshots to win the title, according to Vegas bookmakers. But the Cavs are nonetheless the second-favorite team to win the championship, with a 20 to 25 percent chance according to bookmakers.Computer systems disagree. All of them have the Warriors as odds-on favorites to win the title, with the San Antonio Spurs as the next-best bet, and the Cavs as part of an undistinguished mass of teams beneath them. ESPN’s BPI puts Cleveland’s chances at just 4 percent. Basketball-Reference’s playoff odds also have them at 4 percent. And FiveThirtyEight’s Elo-based ratings1In this article, I’m mostly ignoring the difference between Elo ratings and “CARM-Elo” ratings, which are Elo ratings adjusted for our pre-season CARMELO projections. Our forecasts are based on Carm-Elo ratings, but the Cavs’ Elo rating is 1566 and their Carm-Elo rating is 1562, so this makes little difference at this stage of the season., which heavily weight recent play, have them even lower at just 2 percent.Usually, Elo-type ratings mimic betting markets fairly well. We give the Warriors a 65 percent chance of winning the title, for instance, and the San Antonio Spurs an 11 percent chance — right in line with where markets have them. So what accounts for the huge difference on Cleveland?One explanation is that this is all just sort of irrational: the Cavs are a marquee team and bettors just can’t stomach the idea that they’re just the Raptors with better uniforms. But I’m not sure I totally buy that; NBA betting markets are usually fairly sharp.Instead, bettors expect the Cavs to find a higher gear in the postseason. This isn’t an idea they just came up with; it was already priced into their assessment of the Cavs before the year began. At the start of the NBA season, FiveThirtyEight’s projections forecast the Cavs to win 57 regular-season games. (They have 51 now, so they’ll finish with no more than 53 wins.) That forecast was almost the same as what Vegas gave them, which put their over-under at 56.5 wins. But we also gave the Cavs only an 11 percent chance of winning the title whereas Vegas put them at 5-to-2 against, or a 29 percent chance. In other words, handicappers and the computer models agree on “regular-season Cavs.” It’s just that Vegas thinks that “playoff Cavs” are different — and much better — whereas our Elo ratings make no such distinction.But is there good reason to think that Cleveland can turn it up a notch?It’s not hard to recall examples of defending champions that lollygagged their way through the regular season, only to show up as the best version of themselves in the playoffs. In 2000-01, Shaquille O’Neal, Kobe Bryant and the Los Angeles Lakers finished with a 56-26 record — better than the Cavs this year, but not by that much — before winning 15 of 16 playoff games and repeating as NBA champion. And Hakeem Olajuwon and the 1994-95 Houston Rockets finished at 47-35 before winning the title despite being the No. 6 seed. In his last season in Miami, James and the 2013-14 Miami Heat had an uninspired regular season, going 54-28. But they made the NBA finals before losing to San Antonio.I’ve done a bit of cherry-picking there, however. Overall, it’s not clear if defending champs overperform by much in the playoffs. In the table below, I’ve looked at every defending NBA champion since the ABA-NBA merger in 1976-77. If the “higher gear” theory is correct, then they should systematically beat Elo’s expectations in the postseason, in which case their Elo ratings will rise over the course of the playoffs. On average, however, these teams’ Elo ratings increased only from 1644 to 1658 during the playoffs.2This average excludes the 1998-99 Chicago Bulls, the only NBA champion since the merger to miss the playoffs. So there’s a little something there, but in Elo terms, that’s pretty minor — not much more than a rounding error.3An Elo rating of 1644 is equivalent to 55.5 regular season wins in an 82-game season, while an Elo rating of 1658 is equivalent to 56.7 wins. 2010Cavaliers61-21+6.5Lost 2nd Round17011646-55 YEARTEAMRECORDPOINT DIFF.PLAYOFFSSTARTENDDIFF. 2008Cavaliers45-37-0.3Lost 2nd Round15061562+56 2015Cavaliers53-29+4.4Lost Finals16311692+61 2014Heat54-28+4.2Lost Finals15811604+23 2009Celtics62-20+7.4Lost 2nd Round16931653-40 16351669+34 1978Trail Blazers58-24+5.9Lost 1st Round15581551-7 YEARTEAMRECORDPOINT DIFF.PLAYOFFSSTARTENDDIFF. James’ teams have made the playoffs 11 times prior to this season. And they’ve played really well, both in absolute terms and relative to their regular-season performance. James and the Cavs did have a disastrous postseason in 2010 — when, as the No. 1 overall seed, they lost to the Celtics in the second round — but that’s pretty much the only exception. On average, they’ve gained 34 Elo points from the start of the playoffs to the end. And over James’s past six postseasons, they’ve outperformed their regular-season ending Elo rating by an average of 55 points.So let’s say that Elo has the Cavs’ underrated by somewhere in the neighborhood of 50 points. Call that a “LeBron clutch factor” or whatever else you like. I asked my colleague Jay Boice to add 50 Elo points to the Cavs’ Elo rating and rerun our playoff simulations. Their championship odds rose … but only to 6 percent.Instead, you have to add about 150 points of Elo rating to get the Cavs’ odds in the same vicinity as Vegas has them.4With a 150 Elo-point boost, the Cavaliers’ NBA title probability would be 21 percent. That’s a lot. Elo sees the Cavs’ current level of performance as equivalent to a 48-34 regular-season record. Add 150 Elo points to that total, and they’d project to a 62-20 regular season record. That’s a 14-win gain — about what you’d get from adding someone like Kawhi Leonard or Anthony Davis to the roster.Have no doubt: I’d love to plunk some money down on the Cavs at the odds our forecast and the other computer models give them. Playoff basketball is a pretty different specimen from regular-season basketball, and our model isn’t doing anything to account for that. This is something for us to examine for future iterations of the model, even if the Cavs get bounced in the first round.But I also wonder if the bookies aren’t going too far in the other direction. There are plenty of defending champions — and James-led teams — that underwhelmed in the regular season before going on to win a title or at least reach the finals. But few of them underperformed as much as the Cavs have. They also tended to benefit from down periods in the league, as the 1994-95 Rockets and 2000-01 Lakers did. This year, the Cavs will have to get past the Warriors, who might be even better than last year’s 73-9 version5The Warriors’ point differential is better last year’s — and the fourth-best in NBA history — and they have Kevin Durant., or, failing that, probably the Spurs.Nor will the Cavs’ enter the postseason with much rest. Instead, as the East’s No. 1 overall seed has been up in the air between the Cavs and the Celtics, James has averaged 43 minutes per over the team’s last five games. Kyrie Irving has gotten only two days off since the All-Star break. Kevin Love has played heavy minutes despite missing time in February and March due to knee surgery.James has beaten expectations so many times in the playoffs that transcendent things are almost expected from him. If he leads the Cavaliers to another title this year it really might be his greatest accomplishment yet. read more

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Yoga improves lung function in patients with COPD

first_imgYoga exercises provide improvements that are just as effective as traditional pulmonary rehabilitation methods in improving lung function of patients with chronic obstructive pulmonary disease (COPD), researchers from All India Institute of Medical Sciences (AIIMS) here have found.COPD is a progressive lung disorder that makes it hard to breathe. The researchers found that yoga can improve pulmonary function, exercise capacity, and indices of systemic inflammation in patients with COPD. Also Read – ‘Playing Jojo was emotionally exhausting’“Yoga is a cost-effective form of rehabilitation and is as effective as a standard PMR (pulmonary rehabilitation),” said the study by Randeep Guleria and colleagues from AIIMS. For the study, 60 patients with COPD were randomly divided into two groups.One group was taught yoga exercises including asanas, pranayam, meditation and relaxation techniques. The other underwent a structured pulmonary rehabilitation programme.Results showed that yoga and pulmonary rehabilitation exercises resulted in similar improvements in pulmonary function and quality of life after 12 weeks of training. The findings appeared in the journal Chest.last_img read more