Podcasts about mcar

When it comes to analyzing healthcare data, dealing with missing data is a large part of the data cleansing step. In this podcast episode, I delve into the types of missing data and ways to manage missing data, within the scope of a data project. Looking to secure your first role in health informatics? Get the step-by-step guide to help you through the process: eBook: https://hlthanalyticinsights.gumroad.com/l/healthinformatics Resources: Dealing With Missing Data in Health Informatics: https://healthanalyticinsights.com/?p=1100 Video Resource on MCAR, MAR and MNAR: https://www.youtube.com/watch?v=YpqUbirqFxQ&ab_channel=StatswithMia MICE vs PPCA: Missing data imputation in healthcare: https://www.sciencedirect.com/science/article/pii/S2352914819302783 Welcome to the Health Analytic Insights Podcast. This podcast is ALL about creating a community of like-minded individuals who are passionate about the field of health informatics. I hope to share information and advice in topics such as health analytics, digital health, biomedical engineering and data visualization in healthcare and in exchange I would love to hear from you DEAR listener about your experience and interest in this field, you can drop me a line at healthanalyticinsights@gmail.com. Sign up to the newsletter and get your FREE guide to starting your career in health informatics here. DISCLAIMER: The views expressed on this podcast are my own and do not reflect those of people, organizations or institutions that I might be associated with in a professional capacity, unless explicitly stated. The views expressed by the guests on this show are their own and may or may not reflect those of people, organizations or institutions that I might be associated with in a professional capacity, unless explicitly stated.

In this week's episode Greg and Patrick get to explore modern methods for missing data analysis while belaboring quotes from Top Gun with their guest Craig Enders from the University of California at Los Angeles. Craig looks back over the past 20 years of developments in missing data analysis to discuss what has worked, what hasn't worked, and what new methods are available now that we didn't have back then. Along the way they also discuss Sean, Not Sean, going to the movies, grumpy old man mode, wiener boy, grave digger, Venice beach zoom backgrounds, Lie Awake, hung over GREs, Greg's grandmother, shiny objects, Motorola flip phones, Ask Jeeves, talking narwhals, mimeographs, unscrewing yourself, and who can be whose wingman.Stay in contact with Quantitude! Twitter: @quantitudepod Web page: quantitudepod.org Merch: redbubble.com

What preconceived notions and past beliefs affect how you handle love and money? How are your relationships, and how do you hold yourself accountable for operating from a place of love in a world where everything is a business transaction?  Join me in this powerful episode Love And Money: How We Get It So Wrong. Key points covered in this episode:  ✔️Money could be a loaded word for you. There can be many reasons for that, like childhood trauma, painful experiences, and past failures that make the flow of money somehow a challenge. Unless you see that it should be looked upon as a currency and not a measure of your true value, you'll be able to bring more of it into your life.  ✔️The wealth, money, and opportunities are all circling us all the time. We can be a part of the flow of abundance in the world if we allow ourselves to be open and receive in all areas of this life that we are born to.  ✔️ There is no way for you to not come from love. Because you are love.  Love is the ocean, and we are the waves. We need to be reminded of this because we often forget. We use so many excuses and limit ourselves from helping, serving, and reaching out to others, fearing that the way we do business is not coming from our center and creating barriers to making transactions happen.  ✔️ Wealth is all about fluidity. Wealth is money in action. Are you intentional in creating wealth in your life? Whether through saving, investing or spending, even having a certain amount of debt creates more immense opportunities to expand consciously. These things allow for a wealthy perspective versus the focus on just dollars and cents. Working smart and taking action with faith is required to make money move and bring abundance to your life in many different formats.  ✔️We're only a few months away from another life-changing MCAR experience! If you want to try for yourself and are still hesitating, ponder how often you've avoided opportunities, missing the crucial moments for the biggest shift to happen.  Join MASTER CREATORS ALCHEMY RETREATS 2022, and let's break our limits. Together we rise! ____________________________________ The Oracle on Purpose podcast is for the intuitive entrepreneurs or inspired leaders who want a powerhouse business that makes money while making a difference in the world. It's time to find your unique life purpose and get back on track with your business strategy to become fulfilled in your work.  About Lia Dunlap: Dubbed the Oracle on Purpose, Lia Dunlap's Intuitive Guidance and 25 years of successful operational business experience will help you find your Unique Life Purpose. Get back on track with your business strategy to become fulfilled again in the work you do. It's time to remember... You are here on purpose. You've got a mission to fulfill, and we are here to make sure, no matter what, you achieve it. Loved this episode? It's time to escape the monotony of shallow work without losing everything you've worked so hard for. Download your FREE Purpose and Prosperity Road Map. Discover the five essential steps to go from frustrated, annoyed, or not living your purpose to a successful purpose-driven leader. purposeandprosperityroadmap.com

How many retreats have you attended that just felt blah?  Take a bet on yourself and see how MCAR is different. The people who will be in this room with you are your fellow queens in the castle. Imagine that you're getting to hold court with some of the most amazing women doing the most incredible things in their lives and businesses. Your conversations are going to be at a whole other level.    Tune in for the BIG ANNOUNCEMENT - Your CROWN Awaits!   Key points covered in this episode:    ✔️ More and more women are getting their reservations for the MASTER CREATORS ALCHEMY RETREATS 2022! From August 31st through September 7th, we're going to the highlands of Scotland and have the most transformative experience set in a beautiful castle. Get surrounded by your fellow queens and experience the retreat of a lifetime!   ✔️You CAN, and you WILL, but before that, get your mind UNSTUCK first. Stop second-guessing yourself. It's time to expand. To follow your heart's most genuine desires. Do the work you are meant to do in a much higher vibrational way.    ✔️Create the changes that you have been seeking for so long.  MCAR is for YOU — the talented, driven and conscious leader.  YOU the empowered woman who's ready to play bigger.  YOU the visionary who works in bringing something more to the world. Turn that highest power inside of yourself ON so that you show up in your life with more clarity and purpose.     ✔️Be with fellow queens in the room and have the most high-level conversations. Are you about expansion? On scaling your business? Becoming the best version of yourself and achieving your next level? Allow us to help you in your journey and build with our community of connected and potent women who will hold you at the highest level and mirror your authentic strength and power to you.    Join MASTER CREATORS ALCHEMY RETREATS 2022, and let's break our limits. Together we rise!   ________________________________________________________________________________   The Oracle on Purpose podcast is for the intuitive entrepreneurs or inspired leaders who want a powerhouse business that makes money while making a difference in the world. It's time to find your unique life purpose and get back on track with your business strategy to become fulfilled in your work.    About Lia Dunlap:   Dubbed the Oracle on Purpose, Lia Dunlap's Intuitive Guidance and 25 years of successful operational business experience will help you find your Unique Life Purpose. Get back on track with your business strategy to become fulfilled again in the work you do. It's time to remember... You are here on purpose. You've got a mission to fulfill, and we are here to make sure, no matter what, you achieve it.   Loved this episode? It's time to escape the monotony of shallow work without losing everything you've worked so hard for. Download your FREE Purpose and Prosperity Road Map. Discover the five essential steps to go from frustrated, annoyed, or not living your purpose to a successful purpose-driven leader. purposeandprosperityroadmap.com  

On this episode of Gorge Real Estate talk, we meet up with Natasha Whitefield / Present Elect of the Mid-Columbia Association of Realtors (MCAR). Through realtor education services, creating charity opportunities, advocating for realtors, and more. Natasha explains her ideas and passions for how she visualizes helping realtors connect with the resources that MCAR provides, so that realtors in turn, can provide more back to their community as a whole and improve professionally.

1.  (  :28)  WAGRadio G.B. 20-06 Opening 2.  (4:15)  "Paradise (DJZigZag Hard-Lee EdiT of the Dubstrumental)" -  JASPER STREET Co. ft. BYRON STINGILY & NORMA JEAN [Nervous] 3.  (3:01)  "Gbemiro" - BANKULLI & WURLD [Bankulli Entertainment] 4.  (4:14)  "Sometimes Baby (DJZigZag Macon, GA EdiT)" - HP VINCE [Blockhead] - soundcloud - https://soundcloud.com/user-500142074/sometimes-baby-djzigzag-macon-ga-edit-hp-vince 5.  (  :50)  WAGRadio Warmin' Up Id 6.  (4:45)  "SexBeat (Instrumental)" - USHER, LIL JON, LUDICRIS [RCA] 7.  (3:56)  "Whatcha See Is Whatcha Get" - DRAMATICS [Volt 45rpm No. VOA4059] 1971 8.  (5:21)  "Ein Tag" - PHIL DA BEAT ft. INUSA DAWADA [Cliq Entertainment] Prod. Phil Da Beat - Inusa Dawada (sx) 9.  (4:15)  "Anything For You" - LEDISI [Warner] 10.(  :13)  WAGRadio Outta Kontrol Id 11.(6:28)  "Space Funk" - LSDream & Z-TRIP [soundcloud] 12.(  :43)  WAGRadio MaxiMus Radio Id 13.(3:41)  "So Nobody Else Can Hear" - JIMMY COBB [Expansion Cd No. EXCDM6 "So Nobody Else Can Hear"] 2000 - Gregory Hines, Marilyn Redfield (vcl) 14.(  :23)  WAGRadio Topsy-Turvy Testy Id 15.(3:57)  "Backyard Mississippi" - EIGHTBALL [Suave House Lp No. U2-53127] 1998 16.(6:45)  "Jazz Carnival (DJZigZag HitEdiT of the Meme Original Discotheque Mix)" - DJ MEME ft. MARCOS VALLE [Peppermint Jam] 17.(  :45)  WAGRadio Al Foreman Former Little Richard Favourite MashUp Id 18.(2:35)  "Doing It All Together" - CeeLo GREEN [Sony] 19.(5:45)  "Soul Journey" - HP VINCE [Chopshop Music] Vs "Can't Hold Back" - HP VINCE, JOEY CHICAGO [See-Saw] - DJZigZag MashEdiT - soundcloud - https://soundcloud.com/user-500142074/soul-journey-hp-vince-cant-hold-back-hp-vince-joey-chicago-djzigzag-mashedit 20.(1:05)  WAGRadio GB 18-01 Opening Id 21.(3:13)  "I'm For Real (DJZigZag Summer 2020 EdiT)" - FREEJAK [Perfect Havoc] - samples: "Whatcha See Is Whatcha Get" - Dramatics [Volt 45rpm No. VOA4059] 1971 22.(  :25)  WAGRadio 2016 Music Segue 23.(3:54)  "Deep Inside My Soul" - BONNIE POINTER [Motown 45rpm No. M1484F] 1979 24.(  :28)  WAGRadio ZigZagRoad Id 25.(4:18)  "Think (About It) [DJZigZag EdiT of the Ivan Jack Remix]" - BABERT [Disco Revenge] - soundcloud - https://soundcloud.com/user-500142074/think-about-it-djzigzag-3391-edit-of-the-ivan-jack-remix-babert 26.(4:18)  "The What If's" - JAGUAR WRIGHT [MCA Records 12" No. MCAR-25402-1] 2002 79:35

Consider the sample of two binary variables X and Y with some missing structure within X or Y. The knowledge about the corresponding values of the observed covariate allows to play through all possible `originally' complete data sets. After defining the notation, including some theoretical work, a test for non--MCAR within the complete case table is presented. Simulating all possible tables enables some testing on non--MAR. A simulation experiment is used to illustrate this context.

After a short introduction of the model, the missing mechanism and the method of inference some imputation procedures are introduced with special focus on the simulation experiment. Within this experiment, the simple additive model y = f(x) + e is assumed to have missing values in the independent variable according to MCAR. Besides the well-known complete case analysis, mean imputation plus random noise, a single imputation and two ways of nearest neighbor imputation are used. These methods are compared within a simulation experiment based on the average mean square error, variances and biases of hat{f}(x) at the knots.

This paper presents methods to analyze and detect non-MCAR processes that lead to missing covariate values in linear regression models. First, the data situation and the problem is sketched. The next section provides an overview of the methods that deal with missing covariate values. The idea of using outlier methods to detect non-MCAR processes is described in section 3. Section 4 uses these ideas to introduce a graphical method to visualize the problem. Possible extensions conclude the presentation.

The paper considers new devices to predict the response variable using a convex target function weighting the response and its expectation. A MDEP-matrix superiority condition is given concerning BLUE, RLSE and mixed estimator where the latter is used in case of imputation for missing values. A small simulation study compares the alternative estimators. Finally the detection of non-MCAR processes in linear regression is discussed.