The second chapter helps you address the following questions: You will understand how ‘good’ or reliable the model is. The second chapter of Interpreting Regression Output Without all the Statistics Theory helps you get a high-level overview of the regression model. The first chapter of this book shows you what the regression output looks like in different software tools. Interpreting Regression Output Without all the Statistics Theory is based on Senith Mathews’ experience tutoring students and executives in statistics and data analysis over 10 years. This book is not intended to replace a statistics text book or to be a complete guide to regression analysis. In addition, the reader is NOT expected to be an expert in Microsoft Excel, R, Python, or any other software that may perform a regression analysis. For example, the reader is not expected to know the central limit theorem or hypothesis testing process. This book does not assume that the reader is familiar with statistical concepts underlying regression analysis. ‘Interpreting Regression Output Without all the Statistics Theory’ focuses only on basic insights the regression output gives you. Instead, it is intended to be a quick and easy-to-follow summary of the regression analysis output. This book is not intended to replace a statistics textbook or be a complete regression analysis guide. It is a wonderful resource for students or professionals looking for a quick refresher before exams or interviewing for jobs in the data analysis industry. This book is also helpful for executives and professionals interested in interpreting and using regression analysis. This book is primarily written for graduate or undergraduate business or humanities students interested in understanding and interpreting regression analysis output tables. The ‘ Interpreting Regression Output Without all the Statistics Theory’ book is for you to read and interpret regression analysis data without knowing all the underlying statistical concepts. And if you did study these concepts, you may not remember all the statistical concepts underlying regression analysis. However, you may not have studied these concepts. The regression analysis technique is built on many statistical concepts, including sampling, probability, correlation, distributions, central limit theorem, confidence intervals, z-scores, t-scores, hypothesis testing, and more. If you need your calculation of r2 to be "rigorously defensible" (for a publication maybe), then I might suggest cross checking Excel's calculation with a dedicated statistics package.Regression analysis is one of multiple data analysis techniques used in business and social sciences. Perhaps further search of the kowledgebase will yield additional discussion that either validates the algorithms MS uses, and/or shows where they are still weak. I would invite further research into this. If the two regression tools are giving different results, then there is obviously still some kind of problem in Excel. Microsoft has not always been careful or thorough in how they program some of these statistical functions (maybe they are too busy designing "ribbons" and other fluff for Excel).Īs noted in the link, MS made changes for 2003 (your profile indicates 2003), so the algorithms may be better than what I have. I know that a lot of hardcore statisticians say, "Friends don't let friends use Excel for statistics" and I believe this is part of the reason. It's long and detailed, but this is one of MS's discussions of the issue One of the big problems is that it calculated r^2 incorrectly, especially for regressions where the constant is forced to be 0. I don't know all of the details, but I know that one of the criticisms of Excel (especially prior to 2003) involved the algorithms for the LINEST()/regression functions.
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Species Overview Common Names: Gang-Gang, Red-Headed Cockatoo, Red-Headed Parrot Scientific Name: Callocephalon fimbriatum Adult Size: 13-14.5 Life Expectancy: 27 years Origin and History The Gang-Gang Cockatoo is found in southeastern Australia and is endemic to this region. Both have scalloping which is faint in the male. The ACT Environment Minister says the move provides a chance to focus. The parrots have been impacted by climate change and bushfires. Gang-gangs have a wispy recurved crest that is bright red in the male and gray in the female. The gang-gang cockatoo will be added to the threatened list. The Gang-Gang Cockatoo is considered by some to be an ideal pet. Once you have your licence you can buy your bird from a licensed animal dealer or pet shop. The Gang-gang cockatoo is a charming small gray cockatoo similar in size to the Rose-breasted cockatoo. Gang Cockatoos have been reported to occasionally feed on the ground in an. 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I ended up using Skrag Brown and highlighting with Flayed One Flesh.īo-Katan and Clan Kryze Mandalorians, Credit: Rocco Gest Gar Saxon and Super Commandos Not knowing what type of brown I wanted for the leather, I left it for last. I had to do a couple of passes with the blue and the white to get the markings and the helmet as clean as I could. The owl eyes and head markings are sculpted into the helmet. The most annoying part of the whole experience, while also being nice for those of us with poor free-hand skills, was painting Bo’s helmet details. Then I blocked out all of the white details with Ulthuan Grey. I ended up using Stormhost Silver for the highlights.Īll of the blue details I did with Macragge Blue and highlighted with Hoeth Blue. I chose Iron Warriors as a starting point for the metallics so that when I went back to do the highlights later there would be a greater contrast between the base color and the lighter metallic. I painted all of their jetpacks with Iron Warriors and used Macragge Blue to add some more details so they weren’t just metal bricks on their backs. The models were all fairly simple as far as color choices go. And while you need a personal Microsoft account to get Microsoft Rewards, searching from work when you’re signed in with an organization account doesn’t stop you from earning Bing points: you can link your personal account to your work account without letting your company view your personal search history or see what’s in your Rewards account. If you use Microsoft Search in Bing at work (which shows results for your company’s intranet as well as from the Web) you still earn points for those searches. Searching from the Windows desktop (in Windows 10 or 11) counts, too - but using Bing Chat doesn’t earn points. Looking at the news stories on the bottom of the Bing front page or exploring the cast of your favorite movie will accumulate your daily points quite quickly, even if you’re not using Bing as your main search engine. Searches on Bing turn into points in Microsoft Rewards here, I’m keeping track in the Rewards menu on the New Tab page in Edge. In the UK, it’s three points per search or 90 points per day.įigure 1. In the US, it’s five points per search or up to 150 points per day (see Figure 1). How many points you earn for a search varies in the different countries where Microsoft Rewards is available. That’s the very achievable Rewards Level 2 status, which also gives you discounts when redeeming points. You get points for individual searches - up to 30 a day on a desktop browser - as long as you earn 500 points a month. 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Welcome to this first of a two-part series on how to earn rewards points, where to spend or donate them, and how to maximize your earnings. Microsoft will give you points for using Bing, and more! Blood group "O" means absence of both "A" and "B" antigens and both anti-A and anti-B antibody in the plasma. A person with "AB" blood group will have both "A" and "B" antigens on the red blood cells and none of the above mentioned antibodies in the plasma (neither anti-A nor anti-B antibody). Similarly, a person with "B" blood group will have "B" antigen on the red blood cells and anti-A antibody in the plasma. There are numerous other less important antigens and therefore numerous other blood grouping systems.Ī person with "A" blood group will have "A" antigen on the red blood cells and anti-B antibody in the plasma. Rh antigen determines the Rh blood group system category. ABO blood group system is determined by the presence of A and B antigen. It is important to note that the two are two different blood group systems that are quoted in combination. These two are the most important blood grouping systems and are based on the three most important antigens, i.e. Basic of ABO and Rh Blood Group SystemĪBO blood group and Rh blood group is determined by the presence of three antigens ("A" and "B" for ABO system, "Rh" for Rh system). This article will give you a basic understanding of blood group, especially of O-negative blood group. One of the components of this attack is antibodies ( special class of molecules that bind to antigens and helps immune system eliminate foreign antigens and the cells bearing them). However, any foreign antigen will not be recognized as native and an immune response will be generated to eliminate the foreign antigens. Human body recognizes its own antigens and the immune system normally will not attack own antigens ( and thus the cells bearing these antigens). 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