Refit the regression model on remaining (n−1) observations.Options are Cook’s distance and DFFITS, two measures of influence. influence_plot the influence of each point can be visualized by the criterion keyword argument. They depend on both the residual and leverage i.e they take itnto account both the $x$ value and $y$ value of the observation. Influence plots are used to identify influential data points. High-leverage points are outliers with respect to the independent variables. Leverage is a measure of how far away the independent variable values of an observation are from those of the other observations. However, values greater then 2 (in absolute values) are usually also of interest. If an observation has an externally studentized residual that is larger than 3 (in absolute value) we can call it an outlier. In essence, externally studentized residuals are residuals that are scaled by their standard deviation. Standardising the deleted residuals produces studentized deleted residuals (also known as externally studentized residuals).This produces unstandardized deleted residuals. Compare the observed response values to their fitted values based on the models with the ith observation deleted.Refit the regression model each time on the remaining n–1 observations.the leverage of each observation:ĭividing a statistic by a sample standard deviation is called studentizing, in analogy with standardizing and normalizing. Influence plots show the (externally) studentized residuals vs. We can use influence plots to identify observations in our independent variables which have “unusual” values in comparison to other values. Therefore, it is important to detect influential observations and to take them into consideration when interpreting the results. In general, high leverage observations tend to have a sizable impact on the estimated regression line. The removal of the high leverage observation would have a substantial impact on the regression line. Sns.lmplot(x="x", y="y", data=df_leverage, ci=False) įor example, the observation with a value of $x=20$ has high leverage, in that the predictor value for this observation is large relative to the other observations. For example, in the plot below we can see how a single outlying data point can affect a model. In a regression analysis, single observations can have a strong influence on the results of the model. Standard Errors assume that the covariance matrix of the errors is correctly specified. Lm = ols("prestige ~ income + education", data=df).fit() Model # estimate the model and save it as lm (linear model)
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In 1970, Black Sabbath convincingly evoked the true essence of evil with the lumbering, three-chord opening guitar riff to the song “Black Sabbath,” consecrating the first pure heavy-metal crusher, and the ripples have been spreading virulently ever since. to 9:30 p.m.Thousands of after the Bronze and Iron Ages, the true Metal Age dawned half a century ago. The Williamsburg Big Wong is located at 135B North Fifth Street, between Bedford Avenue and Berry Street, and is currently open from 11:30 a.m. Still, it's exciting to see restaurants like Big Wong open up new locations throughout the city-the classics are classics for a reason. The service is certainly warm and welcoming, but they may want to pump up the vibes a bit so that pop-in guests stick around. There's nothing on the walls, no music playing, and the lighting is waiting-room harsh. Inside, however, the energy quickly dies. The exterior signage maintains the look of its original Chinatown storefront, and continues to have the head-on ducks hanging in the front window. Sui Mai Emperor, $8.95 (Scott Lynch / Hell Gate) Heck, even that old warhorse chop suey makes an appearance. Seems like they have this dim sum stuff down. We went for the plump, shrimpy "Sui Mai Emperor" dumplings, and they really hit the spot. There are at least 25 different dim sum options, from crab meat soup dumplings to vegetarian spring rolls to a pan-fried Philly cheese steak mini bun. (Chili oil is also available, if you want to perk things up further.) Congee with chopped beef, $8 (Scott Lynch / Hell Gate) That noodle soup provides an excellent base for Big Wong's fatty, funky roast duck, and, after shaking on lots of salt and pepper, the congee worked nicely with chopped beef. Roast pork with rice, $12, plus pak choy, $2.50 (Scott Lynch / Hell Gate) My usual order, Big Wong's sweet and satisfying roast pork, definitely made me happy, and can be had over white rice (add on crisp bok choy for $2.50 extra), or in fried rice, or with lo mein, or crunchy fried noodles, or in an omelet with gravy, or stirred into some thick congee, or dumped into a bowl of noodle soup. "You know, many of today's customers came as kids, and we hope that this happiness can pass from generation to generation." "We're dedicated to preserving some traditions of Chinese food, especially Cantonese style," Big Wong's owner Bill Li told Hell Gate. Plus, in a Big Wong first, they've added dim sum to the mix at their Brooklyn outpost. And the prices, while higher than what you're used to on Mott Street, still sit firmly in $20 Dinner territory. But also, it doesn't matter, because the food here is great. The short answer is, no, it doesn't feel the same. But would a second Big Wong feel the same, especially if it's located in, say, prime Williamsburg, on North 5th just off Bedford? An area, as Curbed put it recently, that has already moved beyond its "Soho-ish wave of gentrification" and into its "Fifth Avenue era"? Which is why I was excited to see that the owners of Big Wong were expanding outside of Chinatown. The place has never been bestowed with quite the same iconic accolades as its fellow Mott Street eateries Hop Kee and Wo Hop or the nearby Great NY Noodletown, but it's always been a favorite of mine in the neighborhood for a quick and satisfying, somewhat nostalgia-laden bite. My first Big Wong feast was likely in 1982 or so, almost certainly after too much (or just enough!) drinking, and there have been many more meals there ever since. In other words, it's a Chinatown Cantonese classic. Big Wong has been holding it down on Mott Street since before you were born (probably), slinging juicy roast meats laid over rice or atop gloriously greasy noodles to legions of locals, tourists, and drunk cheap-eats seekers from all over the city. Some umbrella stands have a locking pole sleeve that extends from the base to provide additional support. If you plan to move your umbrella around, a wheeled stand with locking casters can hold it in place. Concrete bases don’t rust or crack, but they are limited in the amount of filler you can add.Cast-iron and powder-coated steel bases are heavy but can rust over time and may leave orange markings on your patio or deck.Plastic and resin bases don’t rust or crack, and they can be filled with sand or water.What to look for in a quality patio umbrella stand Material Know the width of your umbrella pole in advance since stands vary in the diameter they can hold, ranging from 1.375 to 3 inches. It depends on the style and weight of the materials. Taller umbrellas don’t always have wider poles. The width of your umbrella pole is important to know when buying a stand. It also costs more than water, which is typically free from your spigot. It can be more challenging to fill and drain a base with it. Sand is heavier than water and unaffected by temperature. Keep in mind that some stands can become wobbly when filled with water. Most stands that are labeled with a specific poundage are referencing the weight when filled with water. Water weighs less than sand but is easier to fill and drain throughout the season. Water and sand are the two most common fillers for patio umbrella stands. What is the best filler for my patio umbrella stand? Just keep an eye on any storms that blow into the area. You also can use a lighter stand if you live in a climate with low winds. If the stand is positioned underneath a table, you won’t need as heavy of a base. For example, an 8-foot umbrella would need an 80-pound stand. To maximize your umbrella’s chances against high winds, look for a patio umbrella stand that weighs 10 times the size of your umbrella. What to know before you buy a patio umbrella stand How heavy does your patio umbrella stand need to be? For its catchy style and easy installation, the best patio umbrella stand is the TropiShade 30-Pound Cast-Iron Umbrella Stand. You need the right size and weight of umbrella stand to keep your umbrella in place when strong winds blow. Finding the right umbrella stand is an important consideration to keep your investment in an umbrella protected for the future. They also are designed to block out the sun on hot summer days, keeping you and your guests protected and cool. Outdoor umbrellas add a stylish flair to your patio or garden oasis. Whilst many stars migrate away from their hometowns when they make it big, it seems that for Seattle, Macklemore is there to stay.Growing Up (Sloane's Song) (feat. True to his roots, Macklemore founded The Residency in 2015, in partnership with Ryan Lewis, The Museum of Pop Culture and the Arts Corp, and the Seattle-based organization “exists to break down barriers to equitable arts learning” and leave a mark on the growing Seattle music industry. He dreamt of creating “a program where youth could come and rap and get outside of their comfort zones and really engage in a community space, one which I felt was lost a little bit from the days of myself rapping in high school”. Reflecting on his younger years spent crafting his art, Macklemore knew he wanted to provide opportunities for other aspiring artists. Seattle born and bred, Macklemore has also taken pains to give back to his artistic community. His city pride runs deep and Macklemore said of his involvement with the club, “Man, to be part of this organization, having grown up in Seattle – it’s pretty surreal. But his community reach extends beyond his own music.Ī Seattle sports geek, Macklemore grew up in a sports-loving family, so when in 2019 he acquired an ownership stake in the Seattle Sounders FC, it really wasn’t a surprise. Macklemore lives in Seattle with his wife and two children, continuing his work in the city that shaped his career. Watch Macklemore & Ryan Lewis’s hit single ‘Thrift Shop’ in the YouTube below. He met fellow Seattle musician, Ryan Lewis, in 2006, who worked as Macklemore’s photographer for a while before their music collaboration was formalized with the creation of Macklemore & Ryan Lewis in 2009. His career began as a solo artist, and he would self release records and distribute his mixtapes, performing gigs in Seattle and at the city’s music festival, Bumbershoot. Macklemore told Hard Knock TV that he was influenced by West Coast underground hip hop when starting out. It served as a platform for him to convey his art, in the absence of a vibrant Seattle hip hop scene. He told The Seattle Times that there were “500 people that were truly coming out to shows and participating in the culture”, a far cry from hip hop’s mainstream influence today.Ĭoming up as a musician, Macklemore ingratiated himself with Seattle’s spoken word community, and would read his lyrics in the basement of Langston Hughes Cultural Center in the Central District of Seattle. When Macklemore was growing up, hip hop was not pop culture. Happy Mother’s Day.Ī post shared by macklemore on at 7:53pm PDT Making Music in Seattle And I’m so grateful the universe picked you to be my mom. And thank you for being such a great Grammy to my little girls. You’re the sweetest, most compassionate human I know. Thank you for cutting my hair into a bowl cut in the 80’s. Thank you for being one of my best friends on this earth. Back in the day when I was around 12 you’d try to get me to say hecka instead of hella. Very few people make me laugh to tears, and you’re one of them. You believed in me, reinforcing my love for art with infinite support and encouragement. I’ve always been able to tell you anything. CALL TODAY!! Login Dealer Login VIP Portal Register. Address: IDA Business Park, Clonshaugh, Dublin 17, Ireland Direct: +353-1-8486555 Fax: +353-1-8486559 Email: Freightliner Cascadia 2016 for sale by owner Very clean truck DD15 Motor DT 12 Automatic Transmission Excellent Condition, Runs Perfect Mileage 896,108 Air ride No accident All aluminum wheels Location: French Camp, CA 95231 Title in hand Please contact show contact info or show contact info do NOT contact me with unsolicited services or offers2016 FREIGHTLINER CASCADIA 125 For Sale in Fontana, California at. Lot number …Used 2016 FREIGHTLINER CASCADIA 125 For Sale In DECATUR, Alabama. 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