Read the Section on Sampling Your Dataset to learn how to sample your dataset. Once an anomaly detector has been successfully created it will have the following properties. Creating an anomaly detector is a process that can take just a few seconds or a few days depending on the size of the dataset used as input and on the workload of BigML's systems. The anomaly detector goes through a number of states until its fully completed. Through the status field in the anomaly detector you can determine when the anomaly detector has been fully processed and ready to be used to create predictions.

Thus when retrieving an anomaly, it's possible to specify that only a subset of fields be retrieved, by using any combination of the following parameters in the query string (unrecognized parameters are ignored): Fields Filter Parameters Parameter TypeDescription fields optional Comma-separated list A comma-separated list of field IDs to retrieve. To update an anomaly detector, you need to PUT an object containing the fields that you want to update to the anomaly detector' s base URL. Once you delete an anomaly detector, it is permanently deleted.

If you try to delete an anomaly detector a second time, or an anomaly detector that does not exist, you will receive a "404 not found" response. However, if you try to delete an anomaly detector that is being used at the moment, then BigML.

To list all the anomaly detectors, you can use the anomaly base URL. By default, only the 20 most recent anomaly detectors will be returned. You can get your list of anomaly detectors directly in your browser using your own username and API key with the following links. You can also paginate, filter, and order your anomaly detectors. Associations Last Updated: Monday, 2017-10-30 10:31 Association Discovery is a method to find out relations among values in high-dimensional datasets. It is commonly used for market basket analysis.

For example, finding customer shopping patterns across large transactional datasets like customers who buy hamburgers and ketchup also consume bread, can help businesses to make better decisions on promotions and product placements.

Association Discovery can also be used for other purposes such as early detection of failures or incidents, intrusion detection, web mining, or biotechnology.

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Note that traditionally association discovery look for co-occurrence and do not consider the order in which an item appear within an itemset. Associations can handle categorical, text and numeric fields as input fields: You can create an association selecting which fields from your dataset you want to use.

You can also list all of your associations. This can be used to change the names of the fields in the association with respect to the original names in the dataset or to tell BigML that certain fields should be preferred. All the fields in the dataset Specifies the fields to be considered to create the association. A value less than 1 represents the percentage of the support, and will be multiplied by the total number of instances and rounded up.

Example: true name optional String,default is dataset's name The name you want to give to the new association. Each must contain, at least the field, and both operator and value. See the description below the table for more details. Example: "lift" seed optional String A string to be hashed to generate deterministic samples.

The individual predicates within the array are OR'd together to produce the final predicate. The above examples in the arguments table specifies that the right-hand side of all discovered rules must be either the item corresponding to species is Iris-setosa and petal width within the interval (1.

When a predicate for a numeric field is given, the field will be discretized along bin edges specified by the predicate. With the above example, the field petal width will be discretized into three bins, corresponding to the values 2. If a predicate is given without an operator or value, then any item pertaining to this field is accepted into the RHS. Discretization is used to transform numeric input fields to categoricals before further processing. You can also use curl to customize a new association.

Once an association has been successfully created it will have the following properties.Please enable scripts and reload this page. Each year Africa celebrates this day to raise public awareness of the importance of statistics in all aspects of social and economic life. Julien (Haut de Flacq) St. The Department of Statistics enjoys a vibrant research environment and offers a comprehensive programme of undergraduate and postgraduate degrees in Statistics.

Introduction About us Study Discover our undergraduate and postgraduate programmes Statistics at LSE An introduction to the discipline Watch the video Careers in Statistics Discover our alumni destinations and how to engage with the LSE Careers service Event: Statistics Seminar Series Talk With Yundong Tu, Peking University on 01. News What have we been up to. Warwick Mathematics and Statistics are ranked 3rd in the national research assessment REF 2014.

Warwick Statistics Research Spotlights brochure (big file. Information about parental leave, support for childcare responsibilities and part-time options can be found here. Wallis and Futuna Western Sahara Yemen Zambia Zimbabwe Databases OECD.

When analysing data, such as the marks achieved by 100 students for a piece of coursework, it is possible to use both descriptive and inferential statistics in your analysis of their marks.

Typically, in most research conducted on groups of people, you will use both descriptive and inferential statistics to analyse your results and draw conclusions. So what are descriptive and inferential statistics. And what are their differences. Descriptive statistics is the term given to the analysis of data that helps describe, show or summarize data in a meaningful way such that, for example, patterns might emerge from the data.

Descriptive statistics do not, however, allow us to make conclusions beyond the data we have analysed or reach conclusions regarding any hypotheses we might have made. They are simply a way to describe our data. Descriptive statistics are very important because if we simply presented our raw data it would be hard to visulize what the data was showing, especially if there was a lot of it.

Descriptive statistics therefore enables us to present the data in a more meaningful way, which allows simpler interpretation of the data. For example, if we had the results of 100 pieces of students' coursework, we may be interested in the overall performance of those students.

We would also be interested in the distribution or spread of the marks. Descriptive statistics allow us to do this. How to properly describe data through statistics and graphs is an important topic and discussed in other Laerd Statistics guides. Typically, there are two general types of statistic that are used to describe data:When we use descriptive statistics it is useful to summarize our group of data using a combination of tabulated description (i.

We have seen that descriptive statistics provide information about our immediate group of data. For example, we could calculate the mean and standard deviation of the exam marks for the 100 students and this could provide valuable information about this group of 100 students. Any group of data like this, which includes all the data you are interested in, is called a population.

A population can be small or large, as long as it includes all the data you are interested in. For example, if you were only interested in the exam marks of 100 students, the 100 students would represent your population. Descriptive statistics are applied to populations, and the properties of populations, like the mean or standard deviation, are called parameters as they represent the whole population (i.

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Often, however, you do not have access to the whole population you are interested in investigating, but only a limited number of data instead. For example, you might be interested in the exam marks of all students in the UK.What has impressed us so far is their point scoring ability.

Senior players Richie Leahy and Liam Blanchfield have really impressed while they have serious options to use from the bench. We believe that this has the potential to be a high scoring classic. Based on this, we will have a three-point stake on Kilkenny to score over 21. One thing for certain is that there will no love lost between the sides on Sunday. Tensions nearly bubbled over in the pre-match handshake last year while a war of words erupted after this years league final between both sets of management.

Both sides have lined out defensively in different games this year and have operated with a sweeper at times. We expect a very tight and tense affair. They will however, take confidence from the fact they ended a famine of 22 years without an All-Ireland last year. We believe their hopes will be badly dented if she does not play.

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If absent, we have a leaning towards Kilkenny but as it is nearly too close to call, we will have a 0. The draws have been made for the 2018 Fitzgibbon and Sigerson Cup competitions for next season googletag. Home Become a Pundit. Hit List Rugby Irish Rugby European Rugby MMA Football English Football European Football Irish Football GAA Gaelic Football Hurling Other PA Long Reads googletag. Our tips are weighted from 1-5 with a 5 point stake being our max bet. Manchester City has finished in the top three of the English Premier League standings five times in the last six seasons, including championships in 2012 and 2014 and runner-up finishes in 2013 and 2015.

City enters this season as the favourite to climb back to the top of the league. After surrendering 39 goals last season, Man City made it a top priority to address the backend this off-season, and they did exactly that with the acquisitions of Ederson Moraes in goal and defenders Kyle Walker and Danilo.

Chelsea lost only five games last season in a 30-win campaign, winning the league title with a 30-5-3 record. Manchester United scored only 54 goals last season, letting an excellent defensive season go to waste with a sixth-place finish.

The defence should once again be elite this year, and the acquisition of Belgian sniper Romelu Lukaku is likely to boost production on offence. Tottenham finished runner-up last season despite allowing the fewest goals in the league (26) and scoring the most (86). Arsenal finished runner-up in 2016 and fifth on the table last year, and will need a better showing on defence to get back into the mix this year.

This could be Liverpool's season in the Champions League Manchester City leaves it late again to beat West Ham De Gea shines as Man United tops Arsenal at Emirates Sharman's 3 thoughts: Will Mourinho park the bus at Arsenal. Premier League: What you need to know this weekend EDITORS' PICKS Twitter Reaction: TFC caps historic season with MLS Cup victory 22 minutes ago Big Read: The Oral History of Toronto FC 7 hours ago GM Bezbatchenko: TFC's success not all about spending money 1 day ago Man City eyes Premier League record in Manchester Derby 1 day ago Sources: Yankees reach deal with Marlins for Giancarlo Stanton 430 COMMENTS Nazem Kadri's advice for Matthew Tkachuk: 'Wake up' 457 COMMENTS Jets, Oilers, Maple Leafs all underdogs on Saturday NHL odds 291 COMMENTS Report: Andrei Markov felt disrespected by Canadiens' Bergevin 364 COMMENTS Blue Jays left with lots of work to do as AL rivals improve 141 COMMENTS LATEST PREMIER-LEAGUE NEWS Premier League roundup: Tottenham and Swansea win Chelsea suffers crippling defeat against West Ham The Big Question: What should Liverpool do with Coutinho in January.

Tom Brady hoists the Lombardi Trophy after the Patriots beat the Falcons 34-28 in Super Bowl LI. But do our panel think they can hold off the challenge of the likes of Green Bay, Seattle, Pittsburgh, Dallas and Atlanta or are there some bigger priced teams in with a shout. And how will they be looking to make money week-in and week-out.Find out more about our cookie policy. The game starts at 8 p. The Kings are hoping for a better outcome after their 101-95 loss to the Cleveland Cavaliers in their last matchup.

Zach Randolph led Sacramento in scoring with 18 points on 8-for-20 shooting. The last time the Pelicans played, they defeated the Denver Nuggets, 123-114.

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The Pelicans had a free throw rate of 0. DeMarcus Cousins was the top scorer from either team with 40 points on 12-for-25 shooting. The sweet-shooting offense of New Orleans will go head-to-head against the porous defense of Sacramento.

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The Pelicans currently rank fifth in effective field goal percentage (0. The Pelicans should have the edge on that end of the court.

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Sacramento heads into the game with records of 7-17 straight up (SU) and 10-11-3 against the spread (ATS). Meanwhile, New Orleans owns records of 13-12 SU and 14-11 ATS. Vegas tends to place the total low when the Pelicans are involved, as 56.

Both teams have had a player take their game to the next level over their last five games. This is the second game of the season between these two teams. In the first, Cousins scored a game-high 41 points and the Pelicans beat the Kings 114-106, covering as 1-point underdogs. He also recorded 23 rebounds and six assists. The game finished with a total of 220 points, which was 16 points above the projected point total of 204 points.

New Orleans had a much better offensive rebounding percentage (25. New Orleans ranks second in assists per game (26. The Pelicans rank 12th in three pointers attempted per game (30. Sacramento ranks third in points off turnovers allowed per game (15. The Kings rank 10th in steals per game (8.

New Orleans ranks second in points in the paint per game (51. The Kings rank 12th in fast break points allowed per game (10.

New Orleans averages 12. Sacramento ranks 15th in second chance points allowed per game (12. During their last five games, the Pelicans have scored an average of 114. Tags New Orleans Pelicans Sacramento KingsThe Creighton Bluejays (6-2) matchup against the Nebraska Cornhuskers (7-3) at CenturyLink Center Omaha on Saturday night.

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The Oklahoma State Cowboys (7-1) welcome the No. ET on Friday, December 8 on NBC Sacramento Kings vs. At home, New Orleans is 6-6 ATS with 7 overs and 5 unders.

Sacramento is 3-2 when they allow below 100 points, while New Orleans is 4-0. When scoring over 100 points, the Kings are 4-4 and the Pelicans are 11-7. New Orleans ranks 14th in rebounds per game (44.

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The Kings rank fifth in blocks allowed per game (4. Bettings Trends: In their last five games, Sacramento is 3-1-1 ATS with 4 overs and 1 under. New Orleans is 2-3 ATS with 5 overs over their last five games. About the Author Latest PostsMiami Heat vs. Wichita State Shockers vs.An easy way to solve this problem is to use a soldering alloy with a lower melting point that allows for lower soldering temperatures.

Currently however these alloys have limitations in shock and vibration resistance. This Intelligent Power Switch brings a clever solution to this problem: Power-On the Pi by pressing a pushbutton and also properly Power-Off the Pi with another press on the same button. In many cases however you do not need to go to the edge of technology. Production Eurocircuits TV has started to capture the production steps one by one.

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FacebookRssTwitterThis website uses cookies. By continuing you accept our cookie policy. Interact with us Come and meet us at The best way to share ideas and knowledge is face to face. Although hundreds of American cities have also banned plastic bags, the majority have not.

Start bringing reusable bags with you on every trip to the store. Use a reusable water bottle or a glass jar and fill it at the tap.

Ditch zip-top bags and plastic wrap for packing up leftovers and use reusable glass containers instead. You can safely reheat them in the microwave too. Go old schoolget a retro lunch box and fill it with real food, not a bunch of stuff sealed in plastic. When shopping, buy fewer items packaged in plastic.

If an item you want comes in a glass jar or plastic container, choose glass. Instead of buying the plastic wrapped meat or veggies, get the protein from the butcher wrapped in paperand pack your veggies loose and plastic free in your own reusable bag. Whether you are ordering take out at a Thai Food restaurant or buying your daily cup of coffee, make sure to leave the house with your own glassware or stainless steel take away containers.

Do you really need that straw. Bartenders and servers will often give you one by default. If you throw a BYOB party, have friends BYOC. Consider using bar soaps and powders that come with less plastic packaging. If you use liquid, buy in bulk and refill soap containers.

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Search the ingredients of your toothpaste and facial scrubs and stop using anything with microbeads. Join groups like Surfrider, 5Gyres and Upstream and help advocate for extended producer responsibility laws in each and every state.

Ask businesses to take responsibility for the products and packaging they are putting out into the world. Enter Your Download Code Here. Ditch the Zip: Ditch zip-top bags and plastic wrap for packing up leftovers and use reusable glass containers instead. Pack a Waste-Free Lunch: Go old schoolget a retro lunch box and fill it with real food, not a bunch of stuff sealed in plastic.

Drift Away from Plastic Packaging: When shopping, buy fewer items packaged in plastic. Re-Imagine Take-Out: Whether you are ordering take out at a Thai Food restaurant or buying your daily cup of coffee, make sure to leave the house with your own glassware or stainless steel take away containers.

Straws are for Suckers: Do you really need that straw. Clean Up Your Soap Situation: Consider using bar soaps and powders that come with less plastic packaging. Connect to All At Once non-profit partners promoting plastic free initiatives. FCP X can display media ranges on your clips in the Browser, which include Favorites, Rejected, Keywords, and Used Media.

But how do you reject a clip or portion of a clip. You now see a red bar placed over your range selection this marks the clip or a portion of a clip as Rejected. In fact, the clip may not even appear in the Browser window.Reply Let me know what you think of this article.

Some ToolsProvided by FantasyPros links open in new tabsSome ToolsProvided by FantasyPros links open in new tabsSome ToolsProvided by FantasyPros links open in new tabsSome ToolsProvided by FantasyPros links open in new tabsSome ToolsProvided by FantasyPros links open in new tabsSome ToolsProvided by FantasyPros links open in new tabsSome tools by FantasyPros opens in new tabSome tools by FantasyPros opens in new tabSome tools by FantasyPros opens in new tabSome tools by FantasyPros opens in new tabWith a very low percentage of the public still alive in survivor pools, here's how our NFL Survivor Picks customers are doing so far this year.

Full 2017-18 college basketball preseason projected standings for all teams, including regular season and conference win-loss records, and conference win odds. We currently publish over 200,000 pages of projections, stats, rankings, and odds. Thousands of sports bettors and office pool players use our premium services to get an edge, and our data is referenced by the country's top sports media outlets.

Whether you watch, wager on, or work in sports, TeamRankings provides the numbers you need to get smart about the game. NFL Survivor Picks Customized picks for survivor, suicide, and knockout pools. From the Blog Midseason Performance Update: NFL Survivor Picks With a very low percentage of the public still alive in survivor pools, here's how our NFL Survivor Picks customers are doing so far this year. Arguing that model uncertainty and instability seriously impair the forecasting ability of individual predictive regression models, we recommend combining individual forecasts.

Combining delivers statistically and economically significant out-of-sample gains relative to the historical average consistently over time. Most users should sign in with their email address. If you originally registered with a username please use that to sign in. To purchase short term access, please sign in to your Oxford Academic account above.

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Rapach Saint Louis University Send correspondence to Guofu Zhou, Olin School of Business, Washington University in St. Strauss Saint Louis University Oxford Academic Google Scholar Guofu Zhou Washington University in St.

Published by Oxford University Press on behalf of The Society for Financial Studies. For Permissions, please email: journals. Download All Figures Sign in You could not be signed in. Close Sign in via your Institution Sign in Purchase Subscription prices and ordering Short-term Access To purchase short term access, please sign in to your Oxford Academic account above. Product Market Competition Shocks, Firm Performance, and Forced CEO Turnover The Timimg amd Method of Paymemt im Mergers whem Acquirers Are Fimamcially Comstraimed Identifying Information Asymmetry in Securities Markets googletag.

An index futures contract binds the parties to an agreed value for the underlying index at a specified future date. Fair Value of an Index Future Although index futures are closely correlated to the underlying index, they are not identical. An investor in index futures does not receive (if long) or owe (if short) dividends on the stocks in the index, unlike an investor who buys or sells short the component stocks or an exchange-traded fund that tracks the index.

The index futures price must equal the underlying index value only at expiration.

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At any other time, the futures contract has a fair value relative to the index, which reflects the expected dividends forgone (a deduction from the index value) and the financing cost for the difference between the initial margin and the principal amount of the contract (an addition) between the trade date and expiration.

When interest rates are low, the dividend adjustment outweighs the financing cost, so fair value for index futures is typically lower than the index value.

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Whenever the index futures price moves away from fair value, it creates a trading opportunity called index arbitrage.Read my Best Bookmaker page. Bovada Racebook Now On Mobile Devices. Countries that are excluded from betting at BetVictor are.

We start off, as always, with the Football League returning a week before the Premier League. Middlesbrough are one of the teams with a new gaffer but the way Garry Monk inspired Leeds last season fills me with confidence. Villa have added some impressive experience in the shape of John Terry, Glenn Whelan, Chris Samba, and Ahmed Elmohamady over the summer so on paper the squad justifies the price. There are several other contenders who should be right up there come May, including Sheffield Wednesday and Fulham, who finished fourth and sixth last season.

Arguably, their best signings have been players they already had after they managed to tie both Tom Cairney and Ryan Sessegnon to new deals, so I expect them to push Boro all the way. It would be a big surprise to see Sunderland suffer back-to-back relegations, but at 14s, and dropping all the time, they could be worth a poke as an outside bet. A month ago we said that the tour up North will be a good gaugewith regard to where exactly the balance of power lies in world rugby at present and how teams from across the pond stack up against each other.

You are keen to place your first rugby bet but find all this talk of Multiples, Yankees and Accumulators can be very confusing and we explain it all in this educational piece. Best bets and value tips for racing from Greyville on Sunday 10th December with selections provided by Winning Form as well as their back page tipster, Magic Tips.

England SA League, Cup International European Club Home Oracle Rugby, Video Oracle Rugby, Euro Champions Cup, Euro Challenge C. Oracle Rugby provides his picks for Round 3 of the Euro Champions Cup and Euro Challenge Cup plus the Cape Town 7s Oracle Rugby, Cape Town 7s Betting TipsOracle Rugby provides his picks for Cape Town 7s to be staged from 9th to 10th December English Football Previews English Premier League Referee Stats, 9th to 10th.

James Park where struggling Newcastle host Leicester More English Football Crystal Palace v Bournemouth, EPL Betting Stats an. West Ham v Chelsea, EPL Betting Stats and TipsBurnley v Watford, EPL Betting Stats and TipsLiverpool v Everton, EPL Betting Stats and TipsManchester United v Manchester City, EPL Betting S. South Africa Football Platinum Stars v Kaizer Chiefs, Absa Premiership B.

Platinum Stars host Kaizer Chiefs in the Absa Premiership on Saturday and Chiefs are under pressure after a run of five league games without a win Golden Arrows v Mamelodi Sundowns, Absa Premiershi. Mamelodi Sundowns hit top spot in the Absa Premiership in midweek and their weekend assignment comprises of a visit to Golden Arrows on Sunday Supersport United v Cape Town City, Absa Premiersh.

As the international rugby season wound to a close with the Wales v South Africa test last week I saw an interesting poll on Twitter. Post Match Scuffle, International Wrap A month ago we said that the tour up North will be a good gaugewith regard to where exactly the balance of power lies in world rugby at present and how teams from across the pond stack up against each other.

How to Bet Rugby, Multiple Bets You are keen to place your first rugby bet but find all this talk of Multiples, Yankees and Accumulators can be very confusing and we explain it all in this educational piece. More Betting Help Rugby, Match and Handicap BettingWhy do we talk Units not Rand.

Horse Racing, Daily Best Bets Daily Horse Racing Tips, Greyville, Sunday 10th De. More Racing Daily Horse Racing Tips, Vaal, Saturday 9th Decemb. Daily Horse Racing Tips, Kenilworth, Saturday 9th. No one even close to him. Last post by Quill 20 hours 57 minutes ago Australian Basketball Cairns Taipans vs Melbourne United The Taipans are still without 3 key players. Tonight's William Hill betting preview.


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