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Don't have your phone? Please contact support. Sign in to add this to a playlist. You are now leaving Pornhub. Go Back You are now leaving Pornhub. All Professional Homemade. Duration minutes. All HD.The calculation of confidence intervals is based on the assumption that the variable is normally distributed in the population. Shape of the Distribution, Normality.

An important aspect of the "description" of a variable is the shape of its distribution, which tells you the frequency of values from different ranges of the variable. Typically, a researcher is interested in how well the distribution can be approximated by the normal distribution (see the animation below for an example of this distribution) (see also Elementary Concepts).

Simple descriptive statistics can provide some information relevant to this issue. For example, if the skewness (which measures the deviation of the distribution from symmetry) is clearly different from 0, then that distribution is asymmetrical, while normal distributions are perfectly symmetrical.

More precise information can be obtained by performing one of the tests of normality to determine the probability that the sample came from a normally distributed population of observations (e.

However, none of these tests can entirely substitute for a visual examination of the data using a histogram (i. The graph allows you to evaluate the normality of the empirical distribution because it also shows the normal curve superimposed over the histogram. It also allows you to examine various aspects of the distribution qualitatively. For example, the distribution could be bimodal (have 2 peaks).

This might suggest that the sample is not homogeneous but possibly its elements came from two different populations, each more or less normally distributed. In such cases, in order to understand the nature of the variable in question, you should look for a way to quantitatively identify the two sub-samples. To index Purpose (What is Correlation.

The measurement scales used should be at least interval scales, but other correlation coefficients are available to handle other types of data. Correlation coefficients can range from -1. The value of -1. A value of 0. The most widely-used type of correlation coefficient is Pearson r, also called linear or product- moment correlation. Simple Linear Correlation (Pearson r). Pearson correlation (hereafter called correlation), assumes that the two variables are measured on at least interval scales (see Elementary Concepts), and it determines the extent to which values of the two variables are "proportional" to each other.

The value of correlation (i. This line is called the regression line or least squares line, because it is determined such that the sum of the squared distances of all the data points from the line is the lowest possible.

How to Interpret the Values of Correlations. As mentioned before, the correlation coefficient (r) represents the linear relationship between two variables. If the correlation coefficient is squared, then the resulting value (r2, the coefficient of determination) will represent the proportion of common variation in the two variables (i. In order to evaluate the correlation between variables, it is important to know this "magnitude" or "strength" as well as the significance of the correlation.

The significance level calculated for each correlation is a primary source of information about the reliability of the correlation. As explained before (see Elementary Concepts), the significance of a correlation coefficient of a particular magnitude will change depending on the size of the sample from which it was computed.

The test of significance is based on the assumption that the distribution of the residual values (i. However, Monte Carlo studies suggest that meeting those assumptions closely is not absolutely crucial if your sample size is not very small and when the departure from normality is not very large. It is impossible to formulate precise recommendations based on those Monte- Carlo results, but many researchers follow a rule of thumb that if your sample size is 50 or more then serious biases are unlikely, and if your sample size is over 100 then you should not be concerned at all with the normality assumptions.

Outliers are atypical (by definition), infrequent observations. Because of the way in which the regression line is determined (especially the fact that it is based on minimizing not the sum of simple distances but the sum of squares of distances of data points from the line), outliers have a profound influence on the slope of the regression line and consequently on the value of the correlation coefficient.

A single outlier is capable of considerably changing the slope of the regression line and, consequently, the value of the correlation, as demonstrated in the following example. Note, that as shown on that illustration, just one outlier can be entirely responsible for a high value of the correlation that otherwise (without the outlier) would be close to zero. Needless to say, one should never base important conclusions on the value of the correlation coefficient alone (i.

Note that if the sample size is relatively small, then including or excluding specific data points that are not as clearly "outliers" as the one shown in the previous example may have a profound influence on the regression line (and the correlation coefficient). Typically, we believe that outliers represent a random error that we would like to be able to control.Keep challenging muscles by slowly increasing weight or resistance.

The right weight for you differs depending on the exercise. Choose a weight that tires the targeted muscle or muscles by the last two repetitions while still allowing you to maintain good form. If you can't do the last two reps, choose a lighter weight. When it feels too easy to complete add weight (roughly 1 to 2 pounds for arms, 2 to 5 pounds for legs), or add another set of repetitions to your workout (up to three sets).

If you add weight, remember that you should be able to do all the repetitions with good form and the targeted muscles should feel tired by the last two. Stick with your routine working all the major muscles of your body two or three times a week is ideal. You can choose to do one full-body strength workout two or three times a week, or you may break your strength workout into upper- and lower-body components.

In that case, be sure you perform each component two or three times a week. Give muscles time off. Strength training causes tiny tears in muscle tissue. These tears aren't harmful, but they are important: muscles grow stronger as the tears knit up. Always give your muscles at least 48 hours to recover before your next strength training session. Easy exercises for couch potatoes Improve your balance by strengthening your core Daily Health Tip Build muscle strength Building muscle isn't just for individuals into fitness as a hobby.

Our FREE E-mail Newsletter In each issue of HEALTHbeat: Get trusted advice from the doctors at Harvard Medical School Learn tips for living a healthy lifestyle Stay up-to-date on the latest developments in health Receive special offers on health books and reports Plus, receive your FREE Bonus Report, "101 Tips for Tip-Top Health" E-mail Address First Name (Optional) The Harvard Medical School 6-Week Plan for Healthy Eating (Print - Free U.

Here are ten tips to make your vacation the stress-buster it really should be. If you only take a vacation once in a while, it puts a lot of pressure on that time period for everything to be perfect. A three-day getaway is nice and a week-long one is quite common, but 10 could be the magic vacation number.

Traveling with kids adds unique challenges, especially when you have to schedule around nap and feeding times. All you need is some extra planning and preparation for a smooth trip. Most of us go the DIY route when booking our trips, but a travel agent can save you time and stress when you have a complex vacation planned, such as traveling with a group or you have health issues that need to be accommodated.

If you like crowds and long lines, visit a popular destination in prime tourist season. Otherwise, you might enjoy your vacation more if you head somewhere less popular, like one of these suggestions from Lifehacker readers, or take a staycation.

Similarly, the summer might not be the best time for a vacation, depending on where you go. You can plan a trip itinerary using your own custom Google Map or this simple spreadsheet too.

Keep your cool by making sure everyone is on the same page when it comes to accommodations and planned activities. You can force yourself not to get sucked into work mode with a vacation email address. Photo by Transia Design (Shutterstock). For more, check out our Weekend Roundup and Top 10 tags. ClubDeadspinEartherGizmodoJalopnikJezebelKotakuLifehackerSplinterThe TakeoutThe RootThe OnionVideoSkilletTwo CentsVitalsOffspringthe upgradeApp directoryHow I WorkTop 10 Tips for Having a Perfect, Stress-Free VacationFiled to: weekend roundupFiled to: weekend rounduplifehacker top 10traveltravel tipstravel planningstressEditSend to EditorsPromoteShare to KinjaToggle Conversation toolsGo to permalinkYou may also likeJezebelSkilletGizmodoRecent from Melanie PinolaShareTweetAboutNeed Help.

Content GuideLifehacker StoreRedirecting to the Lifehacker store in Disclaimer: You are leaving a Gizmodo Media Group, LLC website and going to a third party site, which is subject to its own privacy policy and terms of use. Quickly Selecting TextPlain Text Pasting as the DefaultRepeating Rows for a Table FooterChanging How Word Presents Your DocumentCreating Usable Figure CaptionsCreating a Document Font ListInserting the Date Your Document Was Last PrintedMost text appears black on white, not white on.

It can be incredibly frustrating when you know you should be able to do something with the program but can't, for the life of you, figure out how to do it.Cheers for the free bets anyway. Not this time, fairly solid offer this. Not got the balls to go for these big bets like some of these mad men do. Put my first bet on Leicester to win and they did. David here, been a customer with bet365 for years now.

Guess its my own fault really haha. I worked in Coral for a while 7 years ago so have been using bet365 on my iphone since a friend at work told me all about it. Got my welcome bonus free bet thing and have had a cheeky dabble on roulette. Going to have a bet on the tennis this weekend, Come on Djokovic. The Bet365 website will open in a new tab. I found registering with Bet365 to be quite a straight forward process.

Here is what I did:What Did I Need To Do To Claim My Bet365 Bet Credits. Follow this link to open the Bet365 sign-up offer page. Fill out the registration form entering the bonus code HIDDEN. Received my welcome email from Bet365 which contained my unique offer code. Terms and Conditions Of The Bet Credits Offer Available to new customers only.

Only qualifying bets settled after claiming the offer will count towards this requirement. Deposits made using NETeller, Skrill or Skrill 1-Tap will not count as your qualifying deposit.

Where a stake has been partially Cashed Out, only the remaining active stake will count. Where a bet has been edited using our Edit Bet feature, only the new stake on the new bet will count. Fully Cashed Out, Instant Games, Gaming, void bets or bets placed via our Telephone Betting service will not count.

Your Bet Credits are non-withdrawable, and Bet Credits stakes are not included in any returns. Any returns from Bet Credits placed will be added to your Withdrawable Balance.

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See full Terms and Conditions for details. Your Bet Credits will be forfeit and removed if your account is inactive for 90 consecutive days. Use Your Bet365 Bet Credits On Whatever Sport You WishYou can use your credits on whatever sport or market you wish. Promo code: CTB200Bet Now Copyright CompareTheBets 2017.Despite US restrictions Bet365 has found a very lucrative opportunity in Canada.

Online casinos in Canada are providing Bet365 some shelter from the impact of Brexit. This also allows Bet365 to operate in Canadian dollars. Operating in Canadian Dollars and Euros shields Bet365 from the fall of the Pound. A full review of Gambling in Canada is available to read on Casinos. One of the fastest growing areas within sports betting is in play or real time betting.

This allows punters to watch matches in real time and watch as their bets come in or go up in flames. Of course all of these coincide with the growth of mobile betting. Meaning that despite a growing market share Bet365 are still trailing behind. The reason behind focusing on these three is an old joke, the English (Bet365), the Irish (Paddy Power) and the Scottish (GVC holdings).

All three companies have shared a similar journey and face similar challenges. Perhaps maybe too much as regulatory body UKGC seek to tighten the strings.

Market competition is also at an all-time high forcing various mergers and acquisitions. This market unrest is a direct result of Brexit. Besides helping to insure against the impact of Brexit, these are also to chip away at online only brand like Bet365.

Bet365 ground breaking revenue is no doubt more complicated than Brexit and in-play betting. With Brexit woes mounting, increased competition and new regulations, next year might be a different story. Notify me of new posts by email. Please enter your name here You have entered an incorrect email address.

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We provide you with the latest breaking news and videos straight from the sports industry. The ACCC argued there were numerous restrictions and limitations that applied to the offer that were not brought to customers' attention. Bet365 is ultimately controlled by its UK parent Hillside Services through an Australian subsidiary Hillside (Australia New Media) Pty Ltd.

In his judgement, Justice Jonathan Beach noted the companies were large and collectively marketed themselves in Australia as the world's biggest online betting company. Topics: business-economics-and-finance, company-news, gambling, courts-and-trials, australiaIf you have inside knowledge of a topic in the news, contact the ABC.AdNews will release a special report on sports betting advertising next week.

Over the years we've seen more ads that are trying to embed gambling in peer group behaviours. Now it's about betting with your mates while you are watching the game," says Deakin University associate professor of public health Samantha Thomas, an expert on gambling advertising.

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The proceedings were brought about by the Australian Competition and Consumer Commission (ACCC). To cash in, customers had to gamble their deposit and bonus three times before being able to withdraw any winnings. In running an investigation on the sports betting sector, AdNews discovered that such enticements are commonplace with certain agencies, particularly online. Unibet, for example, offers a bonus bet of four times the deposit amount but you can only claim winnings if you gamble four times the bonus money.

Further, such promotions of credit (known as a 'bonus' by gambling companies because they legally cannot provide credit) are illegal in most states, including NSW, and Victoria.

The wagering restrictions are contained in the terms and conditions. AdNews journalist Arvind Hickman quizzed unibet about the practice to get an explanation and was advised to call the agency's customer services hotline. Have something to say on this. Share your views in the comments section below. Earlier this year, Crownbet, Unibet and Bet 365 were fined for illegal sports betting ads in NSW. Click to get updated timetables From Bullring, Birmingham 79 min 25 4 From Wolverhampton Bus Station 69 min 25 4 From Dudley Bus Station 97 min 74 25 4 From Birmingham New Street 68 min 25 4 From Coventry Pool Meadow Bus Station 125 min 8A 9 4A How to get to Bet365 by BusClick on a route and see step by step directions on a map, line arrival times and updated line timetables.

From Bullring, Birmingham 249 min 937 3 75 101 4A From Wolverhampton Bus Station 152 min 54 101 4A From Dudley Bus Station 199 min 1 54 101 4A How to get to Bet365 by undefinedClick on a route and see step by step directions on a map, line arrival times and updated line timetables.

From Bullring, Birmingham 725 min MM1 From Dudley Bus Station 776 min MM1 From Birmingham New Street 727 min MM1 From Coventry Pool Meadow Bus Station 1098 min MM1 How to get to Bet365 by TrainClick on a route and see step by step directions on a map, line arrival times and updated line timetables. Travelling to Bet365 in Hanley has never been so easy. Use Moovit to plan your journey and get detailed step by step directions as you travel from your current location or from a top attraction or any major public transport station.

View detailed routes on a map, see bus and train timetables, arrival times, and service alerts so you know exactly how to get to Bet365.

When travelling to Bet365 use Moovit's Live Directions with Get Off Notifications to know exactly where and how far to walk, how long to wait for your lineand how many stops are left. Click to get updated timetables From Bullring, Birmingham 79 min 254 254 74254 254 8A94A How to get to Bet365 by BusClick on a route and see step by step directions on a map, line arrival times and updated line timetables.

From Bullring, Birmingham 249 min 9373751014A 541014A 1541014A How to get to Bet365 by undefinedClick on a route and see step by step directions on a map, line arrival times and updated line timetables.

From Bullring, Birmingham 725 min MM1 MM1 MM1 MM1 How to get to Bet365 by TrainClick on a route and see step by step directions on a map, line arrival times and updated line timetables. Gambling companies are rushing to set up debit cards for customers to use like everyday bank accounts. Retail Food Group has been expanding for years, buying one retail food chain after another across Australia.

The stand out listings traded on the ASX captured at key moments through the day, as indicated by the time stamp in the video. With tax reform and infrastructure stimulus looking likely to boost US GDP in 2018, could the Fed signal four rate hikes in 2018. This video was produced in commercial partnership between Fairfax Media and IG Markets.

Sitting before a parliamentary committee, NBN CEO Bill Morrow admits to the "poor customer experience" of HFC connected NBN users. Rod Sims, chairman of the Australian Competition and Consumer Commission, which took Bet365 to court, said the offer was aimed at enticing new customers into what the judge called a "web of deception". The parent company Shared Services earned revenue of GBP 932 million in the year ending March 2014.

By submitting your email you are agreeing to Fairfax Media's terms and conditions and privacy policy.The software is very easy to use, and I appreciate the continual improvement that seems to be made.

You and your colleagues have done something incredible here. It will help me gain confidence with conducting data analysis using R.

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I have tried a few R MOOCs in the past which helped me start out using R but I had not found a comprehensive intro to R that I could use more broadly - this course really succeeds with accomplishing that. This course has given me a much better understanding of biostatistics and will allow me to gain more from my campus based studies. This course supplied a solid foundation for identifying statistical outliers in demand patterns for business planning purposes.

I much enjoyed your text mining course last year and plan to take the deep learning one - thanks for creating itThis course fundamentally deepened my understanding of statistics and studies.

I will certainly apply the knowledge gained as often as possible. Absolutely vital course for understanding basic epidemiology, studies and statistics. I would recommend that everyone get a copy of the textbook before class though. It complements the ActivEpi CD extremely well.

This course will greatly contribute to my work as an environmental data scientist and division director. This course was a great introduction of how to use R to fit the models and how to interpret the R output. Great explanations provided by the course instructor in the videos and on the discussion board. The Assistant Teacher was very diligent and professional in reaching out to me and giving me every opportunity to be successful in this course.

Definitely a wonderful experience!!. Using information gleaned from the course concerning a not-well-known distance measure (Gower dissimilarity) useful for cluster models that combine data from mixed variables, including nominal, ordinal, and numeric variables, I was able to refine a model I was working on for an academic conference paper. More broadly, the subject of identifying anomalies is a central task of academic historians, and this course allowed me the welcome luxury to reflect on their nature and methods of discovery.

I am now confident that I can use R and continue learning on my own. The course also helped me to explore other resources within the R community online. I'm looking forward to using R in data analysis for my masters thesis and beyond. The two instructors are to be congratulated in putting together a jewel of a short course, one of my very favorite among the many I have taken at Statistics. The discussion with such experts was particularly valuable and greatly enhanced the value of the course.

If there were an extension to this course, I would gladly take it. I felt this class did a good job of reinforcing concepts and their application, and not getting caught up in the algorithms. The TA feedback was invaluable to me. There are many things I like about your educational product.


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