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| 1. Fundamentals of Clinical Trials by Lawrence M. Friedman, Curt Furberg, David L. Demets | |
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Reviews (4)
The authors do a good job of giving a good overview of the topics of interest, in particular: sample size calculation, use of DSMBs, trial design, choice of endpoints, randomization and issues in data analysis. The chapters on sample size estimation and use of safety monitoring boards are quite heavy on the statistics. If you've never had an intro class in statistics, then these chapters may be way over your head. There are a few topics that the authors didn't cover so well that I thought should have been more prominent: Choice of primary endpoints in FDA trials, general requirements of the FDA and regulatory information in general, the calculations of meta-analyses. Overall I am quite happy with this book and will keep it on my shelf as a good reference.
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| 2. Foundations of Clinical Research: Applications to Practice (2nd Edition) by Leslie Gross Portney, Leslie Gross Portney, Leslie G. Portney | |
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our price: $76.00 (price subject to change: see help) Asin: 0838526950 Catlog: Book (2000-01-15) Publisher: Pearson Education Sales Rank: 49611 Average Customer Review: US | Canada | United Kingdom | Germany | France | Japan |
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Book Description Reviews (2)
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| 3. Tumor Models in Cancer Research by Beverly A. Teicher | |
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| 4. Fundamentals of Biostatistics (with Data Disk) by Bernard Rosner | |
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our price: $110.95 (price subject to change: see help) Asin: 0534370683 Catlog: Book (1999-12-17) Publisher: Duxbury Press Sales Rank: 83107 Average Customer Review: US | Canada | United Kingdom | Germany | France | Japan |
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Book Description Reviews (3)
Rosner tries to fill an important need and does a good job. He avoids heavy mathematics without turning the text into a cookbook. This is now the fourth edition. So many improvements have been made. I gave it 4 stars. It probably deserves 4 and 1/2 stars. ....
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| 5. Focus Groups : A Practical Guide for Applied Research by Richard A. Krueger, Mary Anne Casey | |
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our price: $43.95 (price subject to change: see help) Asin: 0761920714 Catlog: Book (2000-04-26) Publisher: SAGE Publications Sales Rank: 39866 Average Customer Review: US | Canada | United Kingdom | Germany | France | Japan |
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Book Description "We want people to listen to us. . . . Focus group interviewing is about listening. It is about paying attention. . . . being nonjudgmental. . . .When used appropriately, the process improves listening and the results can be used to benefit the people who shared the information. And people go away feeling good about having been heard." --Richard A. Krueger & Mary Anne Casey, from the Preface This highly acclaimed book in its third edition includes the following updates and improvements: - Vignettes drawn from small and large focus groups that illustrate problems that come up and effective ways to resolve the issues. - Designing questions for asking effective questions to draw out a group and how to refine them based on the groups responses. - Collaborative Approach updated to address the latest ways to implement the empowerment and action research. - Budgeting how to more effectively budget for a focus group - Coding how to more effectively use existing software packages to code and analyze the results of a focus group. Reviews (5)
Incidentally, I suspect that Paladin Red actually reviewed the second edition. The third edition does not contain appendices after each chapter - another unfortunate loss from the earlier edition.
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| 6. Logistic Regression by David G. Kleinbaum, Mitchel Klein, Erica Rihl Pryor | |
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our price: $72.21 (price subject to change: see help) Asin: 0387953973 Catlog: Book (2002-08-12) Publisher: Springer-Verlag Sales Rank: 381463 Average Customer Review: US | Canada | United Kingdom | Germany | France | Japan |
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Book Description The appendix "Computer Programs for Logistic Regression" provides descriptions and examples of computer programs for carrying out the variety of logistic regression procedures described in the main text. The software packages considered are SAS Version 8.0, SPSS Version 10.0 and STATA Version 7.0. Reviews (2)
The format is 13 chapters, possibly representing the 13 or 14 weeks in a typical school term. Each chapter has a specific statement of teaching goals at the front, a summary outline of the course to date in the back, and a few pages of questions or exercises with answers. There appear to be sample data sets available, formatted for popular stats packages, but I did not figure out how they are made available. Within the main text of each chapter, every page reads like a blackboard lecture: equations on the left and narration on the right. The presentation uses a minimum of math, just a little algebra and exponentials in a few specific forms. For the aspiring tool-user, this book may be worth a semester's tuition. I can fault it only for an annoying habit of writing out in words equations that appear on the same page ("e raised to the power of the sum of products ... "). This book is NOT meant for people truly interested in the theory or practice of the exact computations. For example, its use of probability scarely mentions joint or conditional distributions. As a result, some of its formulas (e.g. p.48) come across as rote memorization, instead of natural expressions of the laws of probability. Lacking joint probability, the covariance matrix can not have meaning. It is just something produced, somehow, by an oracular computer program. The repeated phrase, "according to statisticians ..." makes it very clear that statisticians are a breed distinct from intended audience. What they do is quite alien, but somehow, sometimes leaves the student with formulas to grind through. Before you buy this book, be very clear about what you expect from it. Beginning students may get a lot from it. Readers already familiar with probability and some stats are likely to be disappointed.
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| 7. The Medical Library Association Encyclopedic Guide to Searching and Finding Health Information on the Web by P. F. Anderson, Nancy J. Allee | |
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our price: $395.00 (price subject to change: see help) Asin: 1555704948 Catlog: Book (2004-04-01) Publisher: Neal-Schuman Publishers Sales Rank: 667944 US | Canada | United Kingdom | Germany | France | Japan |
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Book Description VOLUME 1:Search Strategies / Quick Reference Guide | |
| 8. Medical Informatics: Computer Applications in Health Care and Biomedicine (Health Informatics.) by Edward H. Shortliffe, Lawrence M. Fagan | |
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our price: $74.95 (price subject to change: see help) Asin: 0387984720 Catlog: Book (2000-11) Publisher: Springer-Verlag Sales Rank: 79761 Average Customer Review: US | Canada | United Kingdom | Germany | France | Japan |
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Book Description Medical Informatics provides both a conceptual framework and a practical inspiration for this swiftly emerging scientific discipline. As a textbook for students of medical computer science, and a reference work for individual readers needing to understand the role computers can play in the provision of medical services, the book first explains basic concepts, then illustrates them with specific systems and technologies. For example, it describes computing systems for medical records, nursing, hospital information, pharmacy, radiology, patient monitoring, decision support, medical education, and office practice. The ultimate aim of the editors has been to focus on recurrent themes in medical informatics, medical computing applications, and future direction for research, as well as to clarify the definition, and to nurture the effectiveness, of healthcare computing. Highlights: -Provides the conceptual base needed for understanding and implementing application in medical informatics -Presents sample of how computers assist in the delivery of health care -Includes pointers to additional literature, chapter summaries, and concise definition of recurring terms for self-study or classroom use. New for the 2/e: -System Design and Engineering -Ethics of Health Informatics: Privacy, Confidentiality, Security and Legal Issues -System Evaluation and Technology Assessment -Public Health and Consumer Use of Health Information: Education, Research, Policy, Prevention and Quality Assurance -Healthcare Financing: Impact on Health Information Systems Reviews (1)
There are now a variety of introductory/overview books on medical informatics. However, of the ones I've read (including van Bemmel's Handbook of Medical Informatics and Coiera's Guide to Medical Informatics), this book is by far the best. ... Read more | |
| 9. Handbook of SOPs for Good Clinical Practice, Second Edition by Celine M. Clive, CELINE CLIVE | |
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Book Description | |
| 10. Designing Clinical Research: An Epidemiologic Approach by Stephen B. Hulley, Steven R. Cummings, Warren S. Browner, Deborah Grady, Norman Hearst, Thomas B. Newman | |
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our price: $54.95 (price subject to change: see help) Asin: 0781722187 Catlog: Book (2001-01-15) Publisher: Lippincott Williams & Wilkins Sales Rank: 26684 Average Customer Review: US | Canada | United Kingdom | Germany | France | Japan |
Reviews (5)
But there is some possibility of fostering illusions in many readers' mind that they actually have great power of research in spite of not having good understanding on basic principles such as statistics. It is not sufficiently equipped for graduate student or researcher above the level.
A "must-have" that needs a second edition! ... Read more | |
| 11. Dr Folkman's War: Angiogenesis and the Struggle to Defeat Cancer by ROBERT COOKE | |
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(price subject to change: see help) Asin: 0375502440 Catlog: Book (2001-02-15) Publisher: Random House Sales Rank: 183450 Average Customer Review: US | Canada | United Kingdom | Germany | France | Japan |
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Amazon.com's Best of 2001 Folkman, a longtime physician and medical researcher at Harvard University and Children's Hospital, was caught off guard by the excited news reports that followed Watson's remark, but there was good reason for excitement. For nearly four decades, when not busy doing such things as inventing the heart pacemaker and attending to hundreds of patients, Folkman had been puzzling out a peculiarity of tumors: at some point during their formation, they sent forth chemical signals that in effect "recruited" blood vessels to feed them. If those signals could be intercepted through well-targeted drugs, Folkman reasoned, and the blood supply to cancerous formations thus interrupted, then the tumors themselves might be starved to death, or at least to dormancy. In this book, Newsday writer Robert Cooke offers an accessible account of Folkman's work on angiogenesis, or the formation of blood vessels, which may well point the way to new treatments for cancer and related illnesses. Following Folkman's roundabout trail, one marked by considerable resistance on the part of doubtful colleagues, readers will gain a sense of how medical research is conducted--and, almost certainly, a sense of wonder at the medical breakthroughs that, as James Watson hinted, are just around the corner. --Gregory McNamee Reviews (23)
Dr. Folkman's War contains many valuable insights including how to: Raise children to be outstanding people; be an astute observer about nature to unlock new lessons; pioneer in a new field of science; and be persistent about something important. When the history of medicine in the twentieth century is written, Dr. Judah Folkman will be considered one of the most important figures. This book is the most accessible and complete source of information about his remarkable life and accomplishments. Dr. Folkman's research to date "has found applications in twenty-six diseases as varied as cancer, diabetic retinopathy, macular degeneration, psoriasis, arthritis, and endometriosis." "Ordinarily, researchers working in any of these fields do not communicate with each other." Angiogenesis looks at the way that capillaries are formed in response to the body's biochemistry to help and harm health. Tumors depend on this action to get the blood supply they need to grow. Wounds also rely on a similar mechanism to grow scar tissue. I have been following Dr. Folkman's career for over twenty-five years, and heard him speak about angiogenesis just a little over two years ago. Because I felt I was well-informed, I almost skipped this book. That would have been a major mistake on my part. Dr. Folkman's War contained much new and interesting information that helped me to better understand the lessons of Dr. Folkman's life, as well as the future implications of angiogenesis. Unknown to me, Dr. Folkman had also played a role as an innovator in implantable pacemakers, time-released drug implants, and specialized types of heart surgery before he began his serious assault on angiogenesis. The discoveries had their beginning in 1961 when he was a draftee in a Navy lab in Bethesda, Maryland. He noticed that tumors could not grow unless they first recruited their own capillaries to bring an increased blood supply. "Over time, he convinced himself that there had to be some way to block the growth of those blood vessels." He was right, but it took a long time before he knew any of the answers. In brief opening comments about the book, former surgeon general C. Everett Koop, M.D. and Sc.D. observed how this new science evolved. "In the 1970s, laboratory scientists didn't believe any of it." " . . . [T]he critics' objections were hushed for good in 1989." "In the 1990s, the criticisms came chiefly from the clinical side, and the pharmaceutical companies didn't want anything to do with angiogenesis." The story is a very heart-warming one. Dr. Folkman's father was a rabbi who asked each member of the family each night what she or he had learned that day. He also constantly implored his son to "Be a credit to your people." His father clearly thought that Dr. Folkman would also become a rabbi. Having announced his attention to become a physician, his father told him, "You can be a rabbi-like doctor." This injunction was one he took to heart, often seeking out his father's counsel on how to console the families of his patients. His first taste of how close mortality is to all of us was when his first two children inherited cystic fibrosis. The younger of the two died, and the older one needed lots of special care to deal with infections. This probably made him a better doctor, by helping him see things more from the patients' points of view. Space constraints keep me from discussing the book's description of how angiogenesis developed, but if you like stories about trail-blazing research, you will be amply rewarded. The key hurdles are described, along with the blind alleys that were followed. Anyone reading this will see how important it is to add new skills to the study of any new subject. I was particularly interested in the way that press reports tended to harm the progress of angiogenesis, either by annoying other scientists, attracting hucksters, or delaying key deals with potential partners. We often think about freedom of speech being helpful, but here the case is a mixed one. My only disappointment with the book is that it does not provide as much clinical data about the drugs under testing now as has been made public. That material would have made for fascinating reading. There are also natural substances that can cause a tumor to shrink, and clinical studies have been very successful in growing and shrinking tumors for some time. I suspect that some member of your family will live a longer, healthier life due to future treatments soon to be available using angiogenesis. This book is a great way to learn more about the subject now, so you can encourage exploration of these experimental therapies where possibly appropriate. If anyone in your family now has cancer, this book is must reading for you! Dr. Folkman summarized the book nicely as follows: "Success can often arrive dressed as failure." "If your idea succeeds everybody says you're persistent. If it doesn't succceed, you're stubborn." May we all live longer and healthier lives due to the emerging medical treatments using angiogenesis . . . that were helped by Dr. Folkman's persistence!
But the emperors of the scientific establishment have never dealt kindly with the boys who can't see their robes, as Cooke points out with several examples. (The Hungarian doctor who demonstrated that deaths from childbirth fever could be eliminated if doctors washed their hands was hounded by his colleages to suicide.) Dr. Folkman's heresy was the observation that tumors can't grow without stimulating healthy tissues to supply new blood vessels. Fortunately for all of us, Dr. Folkman's vision has been matched by his persistence in pursuing it. In following Dr. Folkman's path from his boyhood in Ohio as the son of a rabbi, to Harvard where he gained his self-confidence, to the Navy research lab where his angiogenesis hypothesis first formed, and back to Boston as a pediatric surgeon-scientist, Cooke makes what might have been a difficult and technical story into an epic adventure. In keeping with the fashion that writing a biography in chronological order is boring and passe, Cooke instead follows parallel thematic threads in Dr. Folkman's storied career. I personally found the resulting forward and backward jumps in time distracting, but not insurmountable. It would have been enough if this were merely a story of scientific progress and the triumph of a new idea over entrenched dogma, but it is also the story of a man whose vision is matched by his devotion to his patients. It should be required reading for all prospective medical students. Now angiogenesis-based therapies for cancer, atherosclerosis, blindness and arthritis are on the verge of exploding on the scene and Dr. Folkman's lab at Children's Hospital Boston is ground-zero. He and the generation of doctors and researchers that he has helped to train are revolutionizing huge swaths of medicine. When it happens it will seem like it was overnight, but those of us who have read Robert Cooke's book will know it was a lifetime in the making.
God Bless Dr. Folkman and h is incredible perserverance! His story should be a movie----a tale better than SeaBiscuit! He is my SeaBiscuit! LHH
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| 12. Experimental and Surgical Techniques in the Rat by H. B. Waynforth, P. A. Flecknell | |
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our price: $136.95 (price subject to change: see help) Asin: 0127388516 Catlog: Book (1992-01-15) Publisher: Academic Press Sales Rank: 395855 Average Customer Review: US | Canada | United Kingdom | Germany | France | Japan |
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| 13. Usmle Step 2 Secrets by Adam, M.D. Brochert | |
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our price: $34.95 (price subject to change: see help) Asin: 156053608X Catlog: Book (2004-04-01) Publisher: Hanley & Belfus Sales Rank: 25494 Average Customer Review: US | Canada | United Kingdom | Germany | France | Japan |
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| 14. Applied Survival Analysis: Regression Modeling of Time to Event Data by David W. Hosmer Jr., Stanley Lemeshow | |
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our price: $94.50 (price subject to change: see help) Asin: 0471154105 Catlog: Book (1999-01-07) Publisher: Wiley-Interscience Sales Rank: 80447 Average Customer Review: US | Canada | United Kingdom | Germany | France | Japan |
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| 15. Ethical and Regulatory Aspects of Clinical Research: Readings and Commentary by Ezekiel J., Md., Ph.D. . Emanuel, Robert A. Crouch, John D., Ph.D. Arras, Jonathan D., Ph.D. Moreno, Christine, Ph.D. Grady, Ezekiel J., Ph.D. Emanuel | |
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Book Description This book will be used in undergraduate courses on research ethics and in schools of medicine and public health by students who are or will be carrying out clinical research. Professionals in need of such training and bioethicists also will be interested. | |
| 16. Brain Mapping: The Methods, Second Edition by Arthur W. Toga, John C. Mazziotta | |
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our price: $209.95 (price subject to change: see help) Asin: 0126930198 Catlog: Book (2002-09-25) Publisher: Academic Press Sales Rank: 572129 US | Canada | United Kingdom | Germany | France | Japan |
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| 17. Fundamentals Of Action Research by Bill Cooke | |
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| 18. Statistical Methods in Bioinformatics by Warren J. Ewens, Gregory R. Grant | |
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our price: $89.95 (price subject to change: see help) Asin: 0387952292 Catlog: Book (2001-04-20) Publisher: Springer-Verlag Sales Rank: 216007 Average Customer Review: US | Canada | United Kingdom | Germany | France | Japan |
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Book Description Warren Ewens is Professor of Biology at the University of Pennsylvania. He is the author of two books, Population Genetics and Mathematical Population Genetics, and has served on the editorial boards of Theoretical Population Biology, GENETICS, Proceeding of the Royal Society B and SIAM Journal in Mathematical Biology. He was recently awarded the Gold Medal of the Australian Statistical Society and elected as Fellow of the Royal Society. His research interests are in evolutionary population genetics, linkage analysis for human diseases, and bioinformatics. Gregory Grant is a bioinformatics researcher at the University of Pennsylvania in the Computational Biology and Informatics Laboratory (CBIL), where he has been since 1998. In 1995 he received a Ph.D. in Mathematics from the University of Maryland and in 1999 a Masters in Computer Science from the University of Pennsylvania. His research interests are in bioinformatics in general and in particular in the statistical analysis of gene expression data and significance testing methods for IBD-mapping. Reviews (5)
A topic such as the two-sample t-statistic is scattered throughout the book, with the main part not even cited in the index! Unfortunately there are not a lot of books in the field of Statistics in Bioinformatics. However, I would recommend "The Elements of Statistical Learning" (Hastie et al.) for classifiers etc (Duda and Hart's classic is also good). I would recommend "Biostatistical Analysis" by Zar for a general coverage, and Terry Speed's "stat Labs: Mathematical Statistics ..." which is not comprehensive but has good lab examples with associated statistical analysis.
Chapter one begins, appropriately, with an introduction to probability theory, with a consideration of discrete probability distributions of one variable beginning the chapter. The Bernoulli, binomial, uniform, geometric, generalized geometric, and Poisson distributions are discussed. The authors point out the use of geometric-like distributions in the BLAST application. The also caution the reader as to the difference between the mean and the average of a random variable. They then move on to consider continuous distributions, discussing briefly the uniform, Normal, exponential, gamma, and beta distributions. Moment-generating functions are also introduced, and they prove a "convexity" theorem for these functions that is important in the BLAST application. The authors also introduce the relative entropy and generalized support statistics, the later also being used in BLAST. The next chapter is an overview of probability theory in many random variables. The results in chapter one are discussed in this context, and the authors give an interesting application to the sequencing of EST libraries. The authors also point out that the variance of the maximum of a collection random variables is finite as the number of variables increases, a fact that is used quite often in bioinformatics. Transformations of random variables are also discussed, with the goal of showing how these can be used to find the density function of a single random variable, this also being important in BLAST. The most important subject of the book begins in chapter 3, wherein the authors introduce statistical inference. They begin with a very brief discussion of the differences between the frequentist and Bayesian approaches to statistical inference and then move on to classical hypothesis testing and nonparametric tests. This chapter is of great value to those readers, for example biologists/would-be bioinformaticists who are approaching statistics for the first time. Chapter 4 introduces concepts that are of upmost importance in probabilistic computational biology, namely Markov chains. The discussion in this chapter sets up the strategies used in the next chapter on analyzing a single DNA sequence and a latter chapter on hidden Markov models. Shotgun sequencing is discussed as a tool to determine the an actual DNA sequence, and the authors discuss the probabilistic issues that arise in the reconstruction of long DNA sequences from shorter sequences. Missing in this chapter is a mathematical analysis of the advantages/disadvantages between shotgun and whole genome sequencing strategies. Chapter 6 then generalizes the analysis of chapter 5 to multiple DNA and protein sequences. It is here that one begins to talk about alignments between sequences, which bring about some very subtle mathematical problems in computational biology. The computational complexity of the (global) alignment problem entails the use of softer techniques, such as dynamic programming, which is discussed in this chapter. The (local) alignment problem is also discussed in some detail, using the linear gap model. The alignment problem and the issues with scoring for protein sequences are also discussed in detail. The reader first encounters the famous PAM and BLOSUM matrices in this chapter. The authors do not discuss any connections with the protein folding problem, unfortunately. The next chapter introduces the basic probability theory behind the BLAST algorithm, namely random walks. They do so with emphasis on moment generating functions, which might be a little abstract for the biologist reader. The authors return to tatistical estimation and hypothesis testing in chapter 8, with maximum liklihood and fixed sample size tests discussed in some detail. Again connecting with the BLAST algorithm, the sequential probability ratio test is treated. The authors finally get down to the BLAST algorithm in chapter 9, using an older version of the software (1.4). The connection of the algorithm with random walks and how to assign scores is immediately apparent, as is the ability of BLAST to do database queries against a chosen sequence. The algorithm is compared with the sequential analysis discussed in the last chapter. The authors return to Markov chains in chapter 10, and give some numerical examples. In addition, they treat the important topic of Markov chain Monte Carlo via the Hastings-Metropolis algorithm, Gibbs sampling, and simulated annealing. An application of simulated annealing to the double digest problem is described. The authors also spend a litte time discussing continuous-time Markov chains. Hidden Markov models are finally discussed in chapter 11. These have been the most effective tools in sequence analysis and the authors give a nice overview of their construction and properties in this chapter. The Pfam package is discussed as a software implementation of HMMs for determining protein domains. Unfortunately, they do not discuss the excellent package HMMER for implementing HMMs in sequence analysis. Chapter 12 discusses computationally intensive methods in classical inference. One of these methods, the bootstrap procedure, which is used for large sample sizes, is described. Used to estimate confidence intervals in situations where there is not enough information to employ classical methods, the authors detail a method using quantiles to estimate the confidence interval for the standard deviation of the expression intensity of a gene. This is followed by a return to the multiple testing problem of chapter 3 in the context of the data analysis of expression arrays. I did not read the last two chapters on evolutionary models and phylogenetic tree estimation so I will omit their review.
This book is the first exception I know of. It builds, and rests on, solid foundations of genetic stochastic processes and still goes all the way to real-life problems. Let me illustrate this by means of an example, rather than enumerating all the topics in the book. Chap. 14, entitled `phylogenetic tree estimation' (as opposed to the more common term `phylogenetic tree reconstruction' - not without reason, I presume) builds on, and is firmly interlaced with, Chap. 13 about `evolutionary models', which systematizes the zoo (if not jungle) of substitution models in both discrete and continuous time. On this basis, the overview of tree-building methods makes a lot of sense. Even better, it does not stop here, but presents an application (to real sequence data), followed by a careful analysis of where the various methods agree, and where - and maybe why - they disagree. This way, it clears away some common misconceptions; in particular, it presents a careful analysis of what bootstrap does and what it does not in this context. The chapter closes with a discussion of unresolved problems (like inhomogeneity of substitution rates), and methods and possible pitfalls related to testing of nested and non-nested hypotheses in tree estimation. The book is written in an informal style without being imprecise, which makes it pleasant reading. It is particularly suitable for teaching at a high level. This is enhanced by realistic (and even real-life) examples that furnish the text, as well as carefully chosen exercises at the end of each chapter. Certainly, this first edition of `Statistical Methods in Bioinformatics' cannot be the last word in this fast-moving field. But it is an excellent guide into the `right' direction.
The authors appear not to have much personal experience with sequence analysis and their exposition seems to be dominated by suggestions from not very honest or objective colleagues. At least that much can be inferred from the list of references given at the end of the book and the content of sequence-analysis-oriented chapters 5, 6 and section 11.3 of chapter 11. On the other hand, chapters 9 (about BLAST statistics), 13 (about evolutionary models), and 14 (about phylogenetic trees) are excellent. Every practicing bioinformatician should read them as a required reading before doing anything with BLAST or with construction of evolutionary trees. Chapter 12 about computationally intensive methods is also very well written. However, the authors fail to notify the reader that many of the methods (such as bootstrap) have a really bad reputation among researchers involved in sequence analysis. Perhaps at least one sentence of warning (with references) could be in order. In summary: The book is a mixed blessing but I would recommend it to statisticians who desire to do some work in bioinformatics. I also believe that chapters 9, 13 and 14 should be read by all practicing bioinformaticians.
Topics include basic probability and statistical inference, Poisson processes and Markov chains, DNA sequencing, hidden Markov models, computer intensive methods, evolutionary models and phylogenetic tree estimation. Of particular interest to me is the material on permutation methods and the bootstrap. The bootstrap has been applied in phylogenetics and there has been some controversy about its application there. The authors cover this in Chapter 14 where they appear to have a resolution for the controversy. Permutation tests are first discussed in Chapter 3 "A Introduction to Statistical Inferrence" and are compared with other computer intensive methods in Chapter 12. In Section 12.3 they discuss the Behrens-Fisher problem pointing out why permutation tests are not possible due to the unequal variances. They give the bootstrap t solution. Section 12.2.2 gives a brief, but nicely described, account of bootstrap estimation and confidence intervals and provides a number of references including the following books: Efron and Tibshirani (1993), Davison and Hinkley (1997), Efron (1982), Hall (1992), Manly (1997), Sprent (1998) and Chernick (1999). Bootstrap and permutation approaches to multiple testing are covered in Section 12.4. ... Read more | |
| 19. Basic & Clinical Biostatistics by Beth K. Dawson | |
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(price subject to change: see help) Asin: 0838505104 Catlog: Book (2000-11-10) Publisher: McGraw-Hill/Appleton & Lange Sales Rank: 44556 Average Customer Review: US | Canada | United Kingdom | Germany | France | Japan |
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Book Description Reviews (6)
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