Great support from Professor and Teaching Assistant. Loved every single thing about this course and its content. My organization is slowly embracing predictive analytics outside of our environmental concerns, so this course contributes directly to strengthening my R toolkit. More and more medical students are submitting systematic reviews and associated meta-analyses, to meet research exposure requirements, in the Basic Sciences Programs of their medical school education, here in the Caribbean.
The course provided me with a unique and much appreciated opportunity to learn much more about the technique, its underlying principles, and how to correctly apply the tool whenever evaluating a collection of primary studies.
Time and energies committed to the course have been very well spent. After trying to learn meta-analysis from various texts (e. It made the selection of fixed-effect or random-effects models much easier to understand, and the presentation of the math was very straightforward. If I could write a book, I would want to do it this way. Each chapter was short and to the point.
Not a lot of extras, but a sufficient number of worked examples to make it work. 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. 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.And as (with InterTrader) there is no minimum charge per trade, there is no drawback to taking multiple positions. Your trading plan is your best judgement of how you can achieve your trading goals.
Learning to control your emotions is a key part of spread betting, as you develop a robust trading psychology. Learn from your losses. Each one contains a lesson. As part of your trading plan you should have a strategy for coping with the potential downside, defining your maximum acceptable loss per trade and across your spread betting portfolio.
Most traders will use some combination of technical analysis, fundamental analysis and analysis of the effects of news events on the markets. In order to do this you will need access to historic price data, charting software, financial statements, macroeconomic data and news feeds.
With InterTrader you get free unlimited use of IT-Finance advanced trading charts, expert technical and fundamental analysis, live market news and squawk, plus trading signals on the most popular spread betting markets. No doubt you will develop your preferred methods for picking trades, but remember to build them into a systematic process, part of your daily trading routine.
Spread betting makes demands on your time. Each aspect of your trading process is critical. To make best use of your time, focus your spread betting on markets you understand well. You can also save time by setting up orders to implement your trading plan, and using mobile trading platforms to trade on the move. The best way to develop your understanding of spread betting is by placing trades, and with a demo account you can run virtual spread bets without taking on any risk.
Spread betting and CFD trading are leveraged products and as such carry a high level of risk to your capital which can result in losses greater than your initial deposit. These products may not be suitable for all investors.
CFDs are not suitable for pension building and income. Ensure you fully understand all risks involved and seek independent advice if necessary. InterTrader is a trading name of InterTrader Limited which is owned and controlled by GVC Holdings PLC.
InterTrader Limited is authorised and regulated by the Gibraltar Financial Services Commission and registered with the Financial Conduct Authority in the UK, ref 597312. Registered address: Suite 6, Atlantic Suites, Europort Avenue, Gibraltar. Test your providerApply the same rigour to choosing your spread betting provider as you do to choosing which markets to trade. Manage your riskSpread betting lets you maximise the return on your investment capital, but it will equally maximise your risk.
Use trading toolsMost traders will use some combination of technical analysis, fundamental analysis and analysis of the effects of news events on the markets. Manage your timeSpread betting makes demands on your time. Practice with a demo accountThe best way to develop your understanding of spread betting is by placing trades, and with a demo account you can run virtual spread bets without taking on any risk.
A well-played moment is that moment when you make the right move, at the right time. When you keep track of your spending. When you set a limit and stick to it.
When you know to walk away. Use our tips and tools to keep your betting well played. View video transcriptsWe encourage a balanced approach to gambling by providing practical tips on how to gamble responsibly. This information should not replace or be considered as an alternative to professional advice. If you need help, please call Gambler's Help on 1800 858 858.Ellen, United States Iceland Full Circle, May 2015 The annotated map was great, the phone a life-saver.
Michael, United Kingdom Northern Comfort in a Holiday Cottage, April 2015 Anita was very helpful leading up to our trip. Karen, United States Iceland Full Circle - Winter, April 2015 What a tour. Annette, Australia Custom Booking, March 2015 Everything went very smoothly and with great ease.
Michael, United Kingdom Northern Lights City Break, March 2015 Excellent documentation, all tours were of a very high standard, in particular the guides. Chelsea, United Kingdom Icelandic Winter Highlights, March 2015 Fantastic tour would recommend to anyone.
Teri, United States Northern Lights City Break, February 2015 We felt taken care of the whole time we were in Iceland. Marilyn, Canada Iceland Full Circle - Winter, February 2015 I was extremely happy with the entire experience. Vandana, United States Lapland Aurora Break, February 2015 Cicci Erikson customized our trip exactly the way we wanted, every thing went smoothly, the employees at Kiruna tours were very friendly and cordial, I would recommend Nordic Visitor to my friends and will use them in the future.
Nan, Canada Iceland Full Circle, February 2015 After reading many positive comments about Nordic Visitor I decided to book my Iceland Full Circle Winter Self-Drive tour through them and I was not disappointed.
David, United States Winter Romance, January 2015 My wife and I tend to be pretty independent when it comes to travel but for our honeymoon (Iceland, December-January 2014-2015) we decided a little help would be a nice change of pace. Craig Moonlight Safari, January 2015 Christina, United States Iceland Winter World, December 2014 Thanks for everything.
Raiwin, United Kingdom Iceland Winter World, December 2014 Nordic Visitor handled our enquiries very promptly and brilliantly. Arkadiusz, Singapore Lapland Aurora Break, December 2014 My Travel Consultant Ms.
Kevin, United States New Year's Celebrations, December 2014 I highly recommend booking your nordic trip with Nordic Visitor. KandCBridgend, United Kingdom South Iceland at Leisure - Winter, November 2014 We have just returned from Iceland where we enjoyed a self drive tour arranged by Nordic visitor. J Schmidt, United States South Iceland at Leisure - Winter, October 2014 We appreciated the maps and materials provided by our travel agent.
Elizabeth, United States Scenic Fjords of Norway, September 2014 The hotels were excellent. Coline, United Kingdom Iceland Full Circle, September 2014 All hotels were very nice and provided excellent services. Joan Solomon, United States Pearls of the South and West, September 2014 From first call to the end of the trip, everyone we encountered was very helpful. Jo Ann, United States Iceland Grand Tour, August 2014.
Kathy and Michael, United States City Sights and Nature's Delights, August 2014 I have travelled extensively both on my own and through organized, scheduled tours. Patricia, Australia Iceland Full Circle, August 2014 We were very happy with the standard of hotels and their restaurants, especially as they were often in fairly remote places.
Kathy, United States Iceland Grand Tour, August 2014 You are so well organized and thorough. Andrea, Canada Scenic Fjords of Norway, August 2014 Everything was wonderful and went off without a hitch.Tamil and Urdu translations would also be very appreciated - I'm from a multi-cultural early years centre. Thanks for making it in Arabic :) thanks for making it in Haitian Creole.
I need these tips in German, PLEASE!. Thank you so much for these resources--I needed two of the languages you provided and they will be a great help for our school.
What an amazing resource site, thank you so very much. It would be helpful for parents of 4th and 5th graders as well. Thank you for the free resource. Like a few others commented above, it would be great to have these sheets in French, too. Web page addresses and e-mail addresses turn into links automatically.
Our Podcasts Watch or listen to our classroom video, author interviews and more. FAQs About Reading Real questions from parents and educators, answered by experts. Helpful to Note:2-4 Years Old 5-8 Years Old 9-12 Years Old 13-18 Years Old 19-25 Years OldSince the foundation for all healthy habits from nutrition to toothbrushing is laid down during the preschool years, this is a great time to set the stage for a drug-free life.
The following scripts will help you get conversations going with your 2- to 4-year-old child: Vitamins help your body grow. Too many vitamins can hurt you and make you sick. You should only take medicines that have your name on them or that your doctor has chosen just for you.
If you take medicine that belongs to somebody else, it could be dangerous and make you sick. And that makes it harder for him or her to quit. I love how you express your personality in your outfits. Whenever possible, let your child choose what to wear.
The following scripts will help you get conversations going with your 9- to 12-year-old: Your child is just starting middle school and you know that eventually, he will be offered drugs and alcohol.
Have you heard about kids doing this. Most people who use drugs and alcohol need a lot of help to get better. For a comprehensive discussion guide, including common teen questions and suggested responses, download our complete Marijuana Talk Kit.
This is a pivotal time for parents in helping kids make positive choices when faced with drugs and alcohol. Teens are a savvy bunch when it comes to this topic, and they need detailed and reality-driven messages from you. High school is going to be a ton of fun, and we want you to have a great time.
A lot of people feel like this is just what high school kids do. It is important to seek out these other kids who are making good choices, and be brave about trying new activities or making new friends. Just know that you can talk to us about anything, anytime even if you DO make a mistake or feel stuck in a situation that you need help to get out of.
We want you to count on us to help you make smart decisions and stay safe, okay. It seems like you are hanging with a different crowd than you have in the past. Is something going on with your usual friends. Is there a problem with your old friends, or are you just branching out and meeting some new kids.Although all three of us were very tired, we went around Rekjavik the day we got there and everything was within walking distance. We thoroughly enjoyed walking around the city, felt safe and enjoyed shops.
Our first day on the road was also very pleasant, the rental car had ample room and we were out of Rekjavik in 30 minutes driving the Icelandic countryside. The prepared intinerary and locations suggested to visit were also very good, although we took upon ourselves to visit many many places in between to ensure we made the most of our time. The rest of the 6 days we traveled were met with many awe inspiring scenery and none of could believe how gorgeous Iceland really was. On the way back to the Rekjavik, we were met with a friendly hotel staff and helped us get our rental car back to the rental company without any issues.
Even the taxi driver was very friendly and conversational. Everyone, and I mean everyone, everywhere, were simply delightful. All were helpful, competent and professional. Larus put together the perfect itinerary, including different kinds of hotels (modern, rustic, farm, historic). This was my first trip to Iceland and I got a very broad introduction to this beautiful country.
I received a good amount of information from Nordic Visitor in advance of my trip, so I was well prepared. I felt very safe and comfortable with no worries during the adventure. All of the vouchers and activities worked flawlessly. I talked to visitors who used other tour companies and they often had missed connections and invalid vouchers, so I am very grateful that Nordic Visitor is such a high quality company - I shared the contact info for Nordic Visitor and Larus, so my friends will have a better experience on their next tour.
Thanks very much to Larus and everyone at Nordic Visitor. You made this adventure fun, easy, and unforgettable!. I would highly recommend Nordic Visitor to any potential clients. They are an extremely professional company with lots of experience that means your holiday will run smoothly.
Every detail was thought through, and when I had queries, Hafdis was able to answer them or sort them out quickly. My children and I loved this holiday - we all agreed it was the best we have had, and I want to thank Nordic Visitor for making this possible.
When I was researching the holiday, I looked at a number of different options with a number of different Travel Agents, but I am so glad I chose Nordic Visitor. I will very much look forward to my next holiday with them. This is the first time I booked a trip solely based on internet research and not based on a referral from a friend or other trusted source.
I plan to leave a glowing review on Trip Advisor. Your website is terrific, by the way. Very easy to navigate and full of useful information. I'd like to thank Sigfus for his help and patience. When I first reached out in January I wasn't certain if I wanted to take a self-drive or guided tour.
He patiently answered many of my questions. I'd also like to thank our guide, Christine. Overall we had a fantastic holiday, helped a great deal by the good weather. We had planned for a lot of rain, but we just followed the sunshine around the country. Moving on every day or two was quite hard work but because of doing that we saw a lot of the country - which we loved.
Everyone we met was so friendly and enthusiastic, keen to talk to us and to tell us about themselves. The fact that everyone spoke perfect English took a lot of the stress out of a foreign holiday and we would both love to be back there right now. The quality of the sunshine and the air was quite exceptional, the long sunny evenings were a bonus and the lack of crowds made such a pleasant change from England. The organisation of the holiday worked well, with trains, boats, planes and hotels all linking up well.
In most cases we managed to walk from our hotels to railway stations.Follower count: The number of people following your Instagram account.
Impressions: The total number of times all of your posts have been seen. Reach: The number of unique accounts that saw any of your posts. Profile views: The number of times your profile was viewed. Website clicks: The number of taps on the website link in your profile bio.Types of angles
Posts: The number of Instagram posts you have published. Mentions: The number of Instagram posts mentioning your Instagram handle. Branded hashtags: The number of Instagram posts with your branded hashtags. Gender: The gender distribution of your followers (men or women). Top locations: The top five cities and countries where your followers are. Impressions: The total number of times a post has been seen.
Likes: The number of unique accounts that liked a post.
Saved: The number of unique accounts that saved a post. Engagement: The number of unique accounts that liked, saved, or commented on a post.
Impressions: The number of times a particular photo or video has been seen in your story. Reach: The number of unique accounts that saw a particular photo or video in your story. Replies: The number of replies to a particular photo or video in your story.
People insights: The list of accounts that have seen a particular photo or video in your story. Tip: You can check out their accounts by simply clicking on their handle in the list.
Viewers: The number of accounts that saw any part of your Instagram live video. Note: There is no analytics available for Instagram live videos at the moment.
Beyond the above-mentioned metrics that you can obtain from Instagram analytics tools, you can go one level deeper by using some of those numbers to calculate more useful performance metrics.
Some of the Instagram analytics tools listed below can automatically calculate these metrics for you. Growth metrics allow you to know the change (increase or decrease) of a metric. An example is follower growth how your follower count is growing over time. For example, engagement rate is the percentage of your followers that has engaged with your Instagram post. Tip: Completion rate is often used for calculating the percentage of people who viewed all the photos and videos in your Instagram Stories.
It is determined by dividing the number of views for the last post in a story with the number of views of the first post in the story.If these assumptions are clearly not met, then one of the nonparametric alternative tests should be used. Technically, we can apply the t-test for dependent samples to any two variables in our data set.
However, applying this test will make very little sense if the values of the two variables in the data set are not logically and methodologically comparable. Following, is an example of a data set that can be analyzed using the t-test for dependent samples. WCC before WCC after case 1 case 2 case 3 case 4 case 5. However, the t-test for dependent samples analysis is performed only on the paired differences"ignoring" the raw scores and their potential differentiation.
Thus, the size of this particular difference of 1 will be compared not to the differentiation of raw scores but to the differentiation of the individual difference scores, which is relatively small: 0.
Compared to that variability, the difference of 1 is extremely large and can yield a highly significant t value. If there are more than two "correlated samples" (e. The repeated measures ANOVA can be considered a generalization of the t-test for dependent samples and it offers various features that increase the overall sensitivity of the analysis.
The breakdowns analysis calculates descriptive statistics and correlations for dependent variables in each of a number of groups defined by one or more grouping (independent) variables. In the following example data set (spreadsheet), the dependent variable WCC (White Cell Count) can be broken down by 2 independent variables: Gender (values: males and females), and Height (values: tall and short). GENDER HEIGHT WCC case 1 case 2 case 3 case 4 case 5.
The resulting breakdowns might look as follows (we are assuming that Gender was specified as the first independent variable, and Height as the second). For example, in the above example, you see the means for "all males" and "all females" but you do not see the means for "all tall subjects" and "all short subjects" which would have been produced had you specified independent variable Height as the first grouping variable rather than the second.
Statistical Tests in Breakdowns. If you are interested in differences concerning the means, then the appropriate test is the breakdowns one-way ANOVA (F test). If you are interested in variation differences, then you should test for homogeneity of variances. Other Related Data Analysis Techniques. Although for exploratory data analysis, breakdowns can use more than one independent variable, the statistical procedures in breakdowns assume the existence of a single grouping factor (even if, in fact, the breakdown results from a combination of a number of grouping variables).
Thus, those statistics do not reveal or even take into account any possible interactions between grouping variables in the design. For example, there could be differences between the influence of one independent variable on the dependent variable at different levels of another independent variable (e. You can explore such effects by examining breakdowns "visually," using different orders of independent variables, but the magnitude or significance of such effects cannot be estimated by the breakdown statistics.
Post-Hoc Comparisons of Means.
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