introduction to statistics: an intuitive guide ebook

Books from Oxford Scholarship Online, Oxford Handbooks Online, Oxford Medicine Online, Oxford Clinical Psychology, and Very Short Introductions, as well as the AMA Manual of Style, have all migrated to Oxford Academic.. Read more about books migrating to Oxford Academic.. You can now search across all these OUP An intuitive understanding on Transformers and how they are used in Machine Translation. Meet our Advisers Meet our Cybercrime Expert. Text was broken up into easily readable sections. Thank you so much it was great. This will be the one area that the author will need to keep up-to-date when discussing diagnoses. this book will serve as a guideline for instructors as to what should constitute a basic education in modern statistics. Of course, this necessary shortcoming can be resolved by instructor intervention. It is a deceptively simple calculation, although it can be used to easily calculate the conditional probability of events where intuition often fails. This is always the first chapter I teach so that students can begin to practice a more healthy lifestyle and learn how to manage stress and anxiety. 10 but other topics in that chapter on Emotion and Motivation are not covered as a result). The consistency of the format and layout of the chapters allows the reader to know what to expect and thus provides a level of comfort going into a chapter that might otherwise be new and difficult for the reader. It ticks all the right boxes as entry level text. Chapter 3 where most stem from the 1990s). I decided to give this title a go as part of my research for a new text for one of my modules. An R Companion to Applied Regression is a broad introduction to the R statistical computing environment in the context of applied regression analysis.John Fox and Sanford Weisberg provide a step-by-step guide to using the free statistical software R, an emphasis on integrating statistical computing in R with the practice of data analysis, coverage of generalized linear models, and Within Chapter 3, I feel like the material about how the brain is studied could be placed at the beginning of the chapter; where it is placed seems to disrupt the flow of the chapter, in my opinion. The book is extremely well done ." Reviewed by Denise Iacobucci, Faculty, Camosun College on 10/9/13, When conducting this review I compared this text to four other introductory textbooks (Gerrig, Zimbardo, Desmarais, & Ivanco, 2010; Myers, 2013; Passer, Smith, Atkinson, Mitchell, & Muir, 2011; Schacter, Gilbert, & Wegner,2013). R-squared evaluates the scatter of the data points around the fitted regression line. This emphasis is further supported with chapter openers that focus specifically on real-world examples in applied domains, as well as additional exercises and critical thinking activities for readers. Order: #117754. The author did an excellent job of breaking down the pieces and including the relevant parts. I would also add some of the new movements in Psychology, such as Positive Psychology, Epigenetics, Neurogenesis, Cultural Psychology, Energy Psychology, Health Psychology and alternative treatments in Naturopathic Medicine for healing illness. (2016, October 12). The broad based introductions to chapters were inviting and provided an easy way to ease into a new topic area. Although Stangor mentions the importance of culture in Chapters, he does not extend the discussions on how & why culture is important to psychology theory and research. The discussion on the DSM (and associated Figure 12.6, and Table 12.3) needs to be updated to the DSM-V (see also criteria for ADHD in box at beginning of Chapter 13). 2022 Springer Nature Switzerland AG. The textbook did not have any grammatical errors. There was a problem loading your book clubs. I think this text meets that goal. Otherwise, there were a few spots within chapters specifically chapters 4 and 6 where some of the information seems a bit disjointed or out of order. He is the 1999 winner of the Committee of Presidents of Statistical Societies Presidents' Award and the 2002 winner of the Centre de recherches mathematiques de MontrealStatistical Society of Canada Prize in Statistics. Such an example seems to contradict the author's stated pedagogy of emphasizing psychology's empiricism and seems to feed student misconceptions about what psychology is. Suggestions for improving your machine learning and data science skills. EzineArticles.com allows expert authors in hundreds of niche fields to get massive levels of exposure in exchange for the submission of their quality original articles. However, it is inaccurate regarding representing an Introductory to Psychology textbook. Chapter 12 and some of 13: Needs to be updated to align with the newest edition of the DSM. Also, chapters are an appropriate length and are broken into reasonable length modules. read more. SAS, Hadoop, Spark, Hive, Pig, and R are the most popular data analytical tools that data scientists use. Build a deeper understanding of discrete math & its applications in computer science, and work on real-world algorithm development & machine learning, Great content. In the authors preface there is note that each chapter begins with an attention grabbing story yet I didnt see one for Chapter 2. I do like how Chapters 1 and 2 give separate attention to the history of psychology and the scientific method (my current textbook combines the two). read more. I was a little surprised that what I thought were "just" statistical methods were classified as ML too(e.g. Instead, this chapter discusses bystander effect which is a tangential topic at best. The glossary, index, table of contents are great. Date: April 19th, 2022. Discipline: Nursing. The insertion of key terms at the end of a chapter along with an addition of a glossary for terminology would make this text more accessible and easy to navigate. A thoughtfully written, persuasive account explaining emotional intelligence and why it can be crucial to your career. USA Today Good news to the employee looking for advancement [and] a wake-up call to organizations and corporations. The Christian Science Monitor Anyone interested in leadership . Several areas lack depth, which is understandable for an introductory text, but many also seem to lack cultural breadth and Although it is a powerful tool in the field of probability, Bayes Theorem is also widely used in the field of machine learning. The author wrote this book to help students organize their thinking about psychology at a conceptual level. The examples provided throughout the chapters are not culturally diverse and are therefore limited in their applicability. Reviewed by Kathleen Cain, Professor of Psychology, Gettysburg College on 4/21/20, The book doesn't necessarily cover every conceivable topic in psychology, but it covers all of the main subfields in psychology and presents at least a few of the central findings, concepts, and theories in each subfield. Take the first step toward reaching your career goals and enroll in an accredited Data Science program today. Introduction to Psychology utilizes the dual theme of behavior and empiricism to make psychology relevant to intro students. Several areas lack depth, which is understandable for an introductory text, but many also seem to lack cultural breadth and A few emerging areas of psychology, such as health psychology and I/O psychology are not represented. But the depth of coverage is also excellent. read more. Saving point is: if you are teaching ML (like me) and need good well designed examples go for this book; also if you need very visual explanations. Reviewed in the United Kingdom on June 15, 2022. More critically, it is evident that this edition has not been updated to reflect changes in the DSM. The book is well organized and does not overwhelm the readers with enormous blocks of text. After working as a machine learning researcher on computer vision applications at Amazon for a year, he recently joined the Center for Data Science at the New York University. The discussion around whether our actions are largely due to nature or nurture did not include material around various theories of heritability, leaving the discussion to sound largely based from a personal perspective. Through the use of shorter chapters, concepts can be easily explained. All medical doctors should read this. Please try again. In the hard copy and downloaded pfd/Word copies I noted many that the Psychology in Everyday Life sections were written in a smaller font and subsequently not as easy to read. I enjoyed the information provided on the "need to escape everyday consciousness." (Matthew J. Langdon, Journal of Applied Statistics, Vol. However, when I hover my cursor over a key term, a box with the key term's definition pops up. Now, you don't have to believe us. Shipping cost, delivery date, and order total (including tax) shown at checkout. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book. It filled in holes in my knowledge. Autism spectrum disorder needs updating as well. On-line versions of the text as noted here http://www.saylor.org/courses/psych101/ have a nicely laid out Table of Contents, the printed version or pdf version does not. This is generally appropriate for an introductory psychology text. In my opinion, this book does an excellent job of covering all of the areas and ideas of the subject of Psychology. Overall I think the language is clear and straightforward, with a few exceptions. , Dimensions La sua nascita da ricondurre alla comparsa di apparecchi dedicati alla sua lettura, gli eReader (o e-reader: "lettore di e-book"). I appreciate the section in chapter 6 on Parenting as an example. 2), an in-depth discussion of the application of psychological principles to the workforce, achievement motivation (Ch. The text and concepts flow throughout each chapter. Most of the content seems accurate. I enjoyed the chapters being broken down into different, distinct sections. Psych 101 and Psych 102). Cross-entropy is a measure from the field of information theory, building upon entropy and generally calculating the difference between two probability distributions. read more. I felt that more citations were needed throughout though, given the attempt of the author to reinforce the importance of scientific literature, particularly for highly charged information (i.e., racial differences in IQ, rates of sexual minorities in the US population). By omitting major themes in psychology, the text is actually insensitive to some misunderstood groups, e.g., older adults, women, overweight people, and other underrepresented groups. I think that this helps the student organize and structure their ideas. I feel that an inclusion of current criticisms (e.g. The Three Laws of Robotics (often shortened to The Three Laws or known as Asimov's Laws) are a set of rules devised by science fiction author Isaac Asimov.The rules were introduced in his 1942 short story "Runaround" (included in the 1950 collection I, Robot), although they had been foreshadowed in some earlier stories.The Three Laws, quoted from the "Handbook of Robotics, It is with great enthusiasm that we provide the fourth edition of Introducing Communication Theory: Analysis and Application. Data scientists should have experience working with unstructured data that comes from different channels and sources. I found this open Library Textbook to be accurate, error free apart from a few topics like Stress and Coping. Two versions of this text were compared across formats, the open source 1.0 http://open.lib.umn.edu/intropsyc/ version as well as the updated 2.1 version, located at http://catalog.flatworldknowledge.com/catalog/editions/stangor_2_1-introduction-to-psychology-2-1 . Statistics; Big Data; Some data scientists have a Ph.D. or Masters degree in statistics, computer science, or engineering. Browse our listings to find jobs in Germany for expats, including jobs for English speakers or those in your native language. The devil is in the details, however. The book is great, but does not expose the various theoretical currents in sufficient depth for a graduate course. The book is written in an engaging manner; difficult concepts are balanced with engaging examples from lived experience. Including this in the printed copy would be helpful to students in order to navigate the material. Important to include Native American perspectives also. Cross-entropy is a measure from the field of information theory, building upon entropy and generally calculating the difference between two probability distributions. I actually also own the previous edition and bought this one to update it. Adequate context is provided when introducing new psychological concepts and explaining them. Sometimes key words were italicized and sometimes phrases were - text would have benefited from a consistent use of bolding to emphasize key terms. In this area, the book is very relevant and will have longevity. ). I was hoping I could adopt this textbook for my classes because I realize how expensive books are and the tremendous stress that this expense alone can place on my students. In the spirit of simplification and parsimony, the author omits some information that better shows the complexity and nuance of some of the phenomenon. Our payment security system encrypts your information during transmission. Or when explaining Ainsworths Strange Situation, the author states there are 4 attachment styles. Some tables were somewhat lackluster whereas some were more engaging (i.e., different colors). I did not find inaccuracies or errors, but some cultural bias (see below under Cultural) and issues with relevance of the information and ample citation. In terms of content relevance, the author provided adequate citations of seminal studies that one would expect in an introductory textbook. The textbook I currently use has only 14 chapters and two Appendices. Core statistical concepts and skills have been augmented with practical business examples, scenarios, and I thought it will be color printed, Better than Geron's "Hands-on machine learning" book for starting out in machine learning, Reviewed in the United States on May 16, 2019. The text aligns well with APA standards for Introductory Psychology. Discipline: Nursing. The layout was inviting, the use of font adjustments (italics, bold face, etc) supported focused learning and signaled when definitions/jargon were given/explored. Esther Sense, an experienced Police Officer from Germany, holding the rank of Chief Police Investigator, joined EUPOL COPPS earlier this year and aside from her years of experience in her fields of expertise, has brought to the Mission a There are intra-correlations made within each chapter; however, there are few inter-connections made between different chapters. Grounded in leadership theory and the latest research, the fully updated, highly practical Fifth Edition includes a new chapter on destructive leadership, 18 new cases, and 5 new Leadership Snapshots. My only criticism of the interface was that there were no page numbers within the body of the book. Young people are growing up with global consciousness and curiosity about ethnic and cultural diversity. The content areas are directly aligned with the learning objectives presented at the beginning of the chapter and flow into the key summary points very well. Further, the design of each chapter lends itself to clarity. My preference would be to move the social psychology chapter (Stangor's Chapter 14) to follow the personality chapter (Stangor Chapter 11), rather than having social psychology last in this text. I found minimal grammar errors however, there were several typos (i.e., existence of unneeded text, missing spaces). On a positive note there were no issues with cultural insensitivity either. A more contemporary viewpoint is "nature through nurture" which would be exemplified by the inclusion of a discussion on epigenetics. List prices may not necessarily reflect the product's prevailing market price. I would include a chart on the various careers in Psychology since young people are exploring job options. . Though it can be dry reading at times (as with most texts), it is far from boring. I generally found the writing clarity to be adequate, although there were some areas that either didnt flow as well as other introductory texts or contained a basic explanation I did not find effective. Generally, later chapters that build on understanding psychological research methods can be replaced or reorganized as seen fit by the instructor. Text is missing a chapter on Health and Stress Management which highly relevant to the life of a college student. For instance, depression often manifests as more somatic symptoms in Asian cultures rather than sadness and despair that we tend to see in Western cultures. The language and picture examples make it very easy to read and understand. With an engaging and conversational tone. No digo que tenga TODO pero quin lo lea aprender estadstica para una mejor investigacin. The only grammar error I noted was that when discussing the work of the Harlows that the author notes they were affiliated with Wisconsin University rather than the University of Wisconsin. Certainly this could be effectively used from a historical perspective, but the contextual language does not suggest that is the intent of using this article. For example, details about the cultural determinants of personality, the role of culture in prejudices and stereotyping, the ability of researchers to generalize their investigational results to culturally diverse populations, and how the cultural context needs to be accounted for in psychological disorders would have highlighted the all important role of diversity in our discipline. Highlighting research from psychologists in different countries and cultures would add to this text as would more discussion on cultural as context for behaviour. Breaking each chapter into smaller modules and topics makes the chapters seem shorter than they actually are. In its current format, instructors could augment areas that are weaker and/or pull in more contemporary examples. Reviewed in the United Kingdom on May 1, 2021. In particular, an unusually low statistic of LGBTQ individuals was provided at one point and it was unclear where this information was drawn from. I do wish that there were a bit more of an effort to link content in individual chapters with content in other chapters so that students can see some of the broader connections in what they're reading. Overall, I think that this textbook is absolutely appropriate for an Introductory course. For example, Chapter 11, does not discuss in detail how collectivist cultures differ on personality research versus more individualistic cultures. It does not include any introduction to or discussion of the differences between individualistic and collectivist cultures. Pages: 6. Learn more. The text contains a Table of Contents but no Index. This text provides a great start in introducing students to leadership theory with some hands on activities for reflection and connection to their own practical experiences. I was able to highlight the text; however, in the format I was using, I was unable to highlight multiple sections; once I tried, my previous highlighted portion was removed. These were some of the data scientist qualifications and skills required to grow in this field. I could not find any grammar or spelling errors. Although it is a powerful tool in the field of probability, Bayes Theorem is also widely used in the field of machine learning. He is one of the core developers of the scikit-learn machine learning library, and has been co-maintaining it for several years. What type of self-serving attributions do people from collectivist cultures make? Download the free Kindle app and start reading Kindle books instantly on your smartphone, tablet, or computer - no Kindle device required. R-squared evaluates the scatter of the data points around the fitted regression line. As noted in previous answers, diagrams and figures could be improved to provide more realistic images of biological components of psychology (i.e., the neuron, brain, synapse). Writing and content very informative and easy to read- less than intuitive publishing issue, Reviewed in the United States on June 10, 2019. Each chapter presents two close-ups on research well articulated and specific examples of research within the content area, each including a summary of the hypotheses, methods, results, and interpretations. One of the most important technical data scientist skills are: Some data scientists have a Ph.D. or Masters degree in statistics, computer science, or engineering. Reviewed by Donna Weber, Senior Lecturer, University of Wisconsin-Stout on 1/7/16, The textbook included the topics and chapters that I expect to be included in a General Psychology course. In BC, introductory psychology is offered across two semesters, often as two separate courses (e.g., Psych 101 and Psych 102). New chapter on Destructive Leadership! Many other commercial introductory texts have more realistic and colourful images to depict concepts throughout each chapter. The text is written with an adequate amount of clarity and directness. There are no elements that may distract the reader from the topical area being covered. , ISBN-10 1431-875X, Series E-ISSN: Research Foci: Introduction to Psychology emphasizes empiricism throughout, but without making it a distraction from the main story line. Great book for researchers wanting to learn and incorporate machine learning, Reviewed in the United States on January 6, 2017. Publisher The text is also an excellent resource for professionals in labs, acting as a conceptually oriented and accessible biostatistics guide. How Transformers work in deep learning and NLP: an intuitive introduction . Due to the nature of publication in this source, replacements of the authors name with unnamed author and publisher with unnamed publisher cause some breaks in coherence for the reader. Bring your club to Amazon Book Clubs, start a new book club and invite your friends to join, or find a club thats right for you for free. My attempt was to see this textbook from the perspective of a college freshman. The images were accurate and pertained to the chapters. In some respects, the While some sentences were awkward for introductory readers, I did not find any major grammatical issues. However, this text references to outdated DSM and therefor much information (particularly related to the five axis system of diagnosis and that related to autism spectrum disorder) is outdated. The greatest strength of this book is as a first point of reference for a wide range of statistical methods. The Fifth Edition of Peter G. Northouses best-selling Introduction to Leadership: Concepts and Practice provides readers with a clear, concise overview of the complexities of practicing leadership and concrete strategies for becoming better leaders.The text is organized around key leader responsibilities such as creating a vision, The topics are presented in a logical, clear fashion. This includes those who are not data scientists but are obsessed with data and data science, which has left them asking about what data science skills and big data skills are needed to pursue careers in data science.. Leveraging the use of Big Data as an insight-generating engine has driven the demand for data scientists at the enterprise-level across all industry verticals. Microsoft is quietly building a mobile Xbox store that will rely on Activision and King games. Statistics projects; Online tests and quizzes; Online class help; What subjects do you write on? My approach has always been to build up a proper intuition on a particular subject of interest. Some of the many options available include Massive Open Online Courses (MOOCs) or bootcamps, such as Simplilearns Big Data & Analytics certification courses. A few figures didn't show up, though, and once in a while there was a blank or nearly blank page (not missing text, just a slightly awkward arrangement of the text with blank space in between). Saving point is: if you are teaching ML (like me) and need good well designed examples go for this book; also if you need very visual explanations. These refer to personal skills and as such, can be difficult to assess simply by looking at educational qualifications, certifications, and so on. Social media marketing is the use of social media platforms and websites to promote a product or service. Instead, our system considers things like how recent a review is and if the reviewer bought the item on Amazon. , Paperback We work hard to protect your security and privacy. We dont share your credit card details with third-party sellers, and we dont sell your information to others. The key terms are highlighted for ease of use, and the figures and tables are labeled and placed in appropriate areas of the text. I have purchased the paperback, 4th edition, 2018 Oxford University Press version of this book. : Full content visible, double tap to read brief content. This eases the use of this text by instructors. Some excellent video clips from around the world that pertain to every subject studied in an introductory Psychology course. I think that concepts were adequately defined and found the textbook easy to read. The following are some examples of where the discussion of cultural differences could be expanded: i) How do cultural perceptions influence the onset and prognosis of psychological disorders? When conducting this review I compared this text to four other introductory textbooks (Gerrig, Zimbardo, Desmarais, & Ivanco, 2010; Myers, 2013; Passer, Smith, Atkinson, Mitchell, & Muir, 2011; Schacter, Gilbert, & Wegner,2013). read more. Help others learn more about this product by uploading a video! the case of PTSD in Chapter 7). Stangor indicates in the Preface that each chapter has a "chapter opener" (p.8). Some of the other skills required are Machine Learning, Artificial intelligence, Deep learning, Probability and Statistics. If that is important to an instructor, s/he will need to augment. Author was very careful and sensitive about the cultural relevance. The text is written at a level that is accessible for introductory psychology students. The order can easily be changed to match a relevant current event, [local or world] that might call a topic to be in the spotlight. Make biostatistics something pleasant to read. read more. This text is not only consistent, but it's progression of subjects easily build upon each other. This is the book I reach for when looking for an explanation of a statistical concept. The content table should be there in the beginning of each chapter to give the clarity to the students what the chapter will be covering. Though I will recommend the addition of a few videos and quizzes to promote the interactive learning for the students. At various places in the text the references seem outdated (e.g. For example, if a data scientist is working on a project to help the marketing team provide insightful research, the professional should be well adept at handling social media as well. Discipline: Statistics. The I also like some of the opening vignette (e.g. There is limited discussion on disorders unique to different cultures (i.e., phobias), disorders more predominantly found in certain cultures et cetera. Order: #117754. The writing style aims for a literate audience and in that sense may challenge students who need simpler prose and multiple real life examples to make concepts clear. Read instantly on your browser with Kindle Cloud Reader. For example, when discussing REM there is no mention of muscle paralysis that accompanies this stage of sleep. 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introduction to statistics: an intuitive guide ebook