Resources Every Grad Student Should Peruse (sooner than later) Modest Advice for Graduate Students Powell (2010) Publish Like a Pro. The Elements of Style: 50th Anniversary Edition Zuur et al. (2010) - excellent paper on the first step in the process of analyzing data pdf Ellison and Dennis (2010). Paths to statistical fluency for ecologists. Frontiers in Ecology and the Environment. - a must read for all ecologists and especially upper level undergrads and new graduate students. Cottingham et al. (2005). Knowing when to draw the line: designing more informative ecological experiments. Frontiers in Ecology and the Environment. - a good review of inference from ANOVA vs. Regression and how to design experiments with this in mind. Anderson et al. (2001). Suggestions for presenting the results of data analyses. Journal of Wildlife Management. 65(3): 373-378 Writing Your Dissertation in Fifteen Minutes a Day Advice on Getting an Academic Job - for the masochistic individuals out there "So Long and Thanks for the PhD" Writing and Productivity in Academia - Quick article with good tips. I would add that you don't have to have all your results and analysis done before you can start writing the methods and introduction of a paper. Linear Assumptions from the Analysis Factor - Assumptions of linear regression (and ANOVA) are about the residuals, not the normality or independence of the response variable (Y). If you don't know what this means be sure to read this brief blog article. Generalized Linear Mixed Models (GLMM) - more thoughts (and example R code) on modeling count data and how to diagnose and interpret model fit. Professional Organizations Society for the Study of Amphibians and Reptiles The Herpetologist's League American Society of Ichthyologists and Herpetologists Partners for Amphibian and Reptile Conservation (PARC) World Congress of Herpetology AmphibiaWeb Herpetological Conservation and Biology Ecological Society of America Society for Conservation Biology The Chronicle of Higher Education Software (focus on free Mac Apps) Quiet Read - Free program for saving links and helping keep organized (need Mac OS 10.6 - snow leopard) CloudApp - Free online resource for sharing files that is extremely easy and user-friendly Cinch - Free tool (utility) for moving and managing windows on your Mac desktop (like Windows7 AeroSnap feature) - very useful! I love this one! AppCleaner - a better way to delete unwanted applications Wine Bottler - for running windows programs (.exe files) natively on your Mac without having to use Parallels, VMware Fusion, or buy a Windows license and it is legal and ethical. It can even convert .exe files into .dmg application files. VLC media player - can play virtually any video type Handbrake - for ripping DVDs. I use this to rip DVDs converted from old home VHS tapes. Amerisoft Video Converter - convert videos into any format (including to iPhone formats) - but this is not free Img2icns - fun little application for converting images to icons Monolingual.app - removes unneeded languages from your Mac (save >2 GB). You can remove this program with AppCleaner after using it once. Disk Inventory - checks the inventory on your computer and how much space everything is taking up. General R Resources Quick-R (dealing with dates) - one of my favorite references for general R info Google Style Guide for R Assumptions of Linear Models Stat Chat (great blog to follow) Generalized Linear Mixed Models GLMM Wiki WinBUGS Negative Binomial My Blog Posts on GLMM R Packages: lme4 glmmPQL {MASS} glmmML glmmADMB {ADMB} (I have trouble installing properly - haven't got it to run) MCMCglmm Useful R Scripts Launching multiple iButtons Calculating QIC for Generalized Estimating Equations (GEE) in R Computing Resources Stack Overflow - Great forum for computer coding (any language including R) Cross Validated - Stack Exchange forum for statistics Dropbox - I love Dropbox! I haven't used my USB flash drive in 2 years since starting with it. I had my dissertation and data backed up via Dropbox and could access it on any computer. 2 GB free. You can also share folders with friends that have Dropbox. I share research files with collaborators. Much better than trying to email files back and forth. | Software (for academics using Macs)
OpenOffice - a free alternative to paying Microsoft for their frustrating software (it includes a database program like MS Access which MS does not make for Macs)If you're an academic scientist and Windows user thinking of switching to a Mac, I suggest you reconsider. There are many software programs required by biologists that don't work on Macs including many statistical programs. Even R is not as good on a Mac and can cause considerable frustration. However, if you insist on switching, as I did, here is some helpful advice and useful applications. First, hold of on buying Windows and running it on your Mac. This sucks up a ton of RAM which is a problem if you are using it to run CPU-intensive programs (such as R, SAS, Photoshop, etc.). Start with Wine Bottler and try running Windows programs through that on your Mac. It's free and uses much less of your RAM. I have had mixed success with this and did end up running Windows XP through VMWare Fusion to run WinBUGS. Also, don't buy the Mac version of MS Office if you don't have to. It's different than the Windows version and doesn't include MS Access for data management. Organizing and Managing PDFs and References Organization and administration is an ever increasing part of any academic's or researcher's life. It begins as a small piece as an undergraduate and initial master's student but grows almost exponentially over time. Luckily there are numerous programs to help manage the academic's electronic life. Below is a list of programs and some useful links. Here is a link to one rather negative review of a variety of programs. You can find another summary of programs here. Also see these recommendations and this link for a nice comparison of the programs. Papers - organize your .pdf files like iTunes does for music (mac only). Here is a video showing how to integrate Papers and Endnote. I love this program but have not figured out a smooth workflow (or combination of existing files) for Papers-to-Endnote. Mendeley - A great reference manager that I recommend for people who aren't Mac uses and therefore can't use Papers. It is better at linking to PDFs than Endnote. Zotero - another excellent reference manager. I have less experience with this than the others but it seems very nice. Endnote - citation manager that has been the standard for academics. Excellent for citations and you can link to the PDFs but it's not great for managing your PDFs like Papers or even Mendeley. Bibdesk (Mac only, oriented for LaTeX) Refworks - no experience with this one Labmeeting - I haven't tried this yet since I just came across it but it looks interesting. Drop me a note if you have any experience with this (this promising site appears to have disappeared unfortunately). Qiqqa (Pronounced "quicker") - Reference and PDF management system. It is Windows based so not as good a system for collaboration as Mendeley. *There are so many citation/reference management programs available now it is difficult to choose one. Here is a Wiki with info on dozens of options. Personally, I am using Papers and Endnote. I love papers and started with endnote nearly a decade ago and haven't had the time/energy to fully migrate to another program. If I were to start now I'd probably try Mendeley for all of my reference management needs because it's free, open source, available for multiple operating systems, and can sync online so as to avoid being tied to a single computer. There is also good sharing options for lab meetings and collaborative projects. The group at Mendeley also seem to update frequently and really make an effort to improve the product. The only downside is that I've heard it can be slow and the server is unavailable at times. Here is another link to info on the various PDF and citations managers. It appears that most people are satisfied with what they're currently using. The poll isn't a random sample but the greatest percent of people were using Mendeley. Another good review of the available options can be found here. One particularly interesting discussion of late has been with the long-term projects of the various options based on their development rates and business models. I would hate to switch to something and then have it die a few years from now. Zotero is open-source and therefore should be available even if not updated in the long term. Also, while I don't mind paying for a good product like Papers, I do feel like the fact that Papers is infrequently updated, isn't free (as in beer), and only available on Mac OS limits its long term feasibility. It's a shame because for the functions it does provide, I find it to be far superior to the other options. Other Programs R - programming language for statistical analysis (any platform) R GUIs/IDEs/editors: When deciding what program to write your R code in it is important to consider a number of factors so you can keep organized and work efficiently. I found this article useful for getting started. Text editors include syntax highlighting and other useful features often including text auto-complete functions. Integrated Development Environments (IDEs) include text editors but are much more powerful. They include file organization systems, integration among various systems, debugging, and more. The power does come with the cost of more complexity. When considering your options, it's important to also consider what other programming languages you will be using and if you'll be using different operating systems. I use a Mac and write primarily in R but sometimes use a PC and am learning more HTML and PHP. Therefore, I need a flexible program that works on a variety of platforms. RStudio - LOVING RStudio! Definitely my favorite R IDE. It's only for R so other programers might stick to Emacs or Eclipse but I will be using RStudio for R coding from now on. JGR - not sure if I like it any better than the native R GUI for Macs Komodo Edit - I've had some trouble with this but it is a fantastic IDE when it works Eclipse and r-script plugin - this program didn't seem very user friendly Tinn-R (Windows only) GNU Emacs - GNU Emacs is an extensible, customizable text editor—and more. Resources can be found here Aquamacs Emacs - text editor based on GNU Emacs that works well on in Mac OS X Vim - text editor that works on most OS and for many languages including R Bluefish - X11/Xquartz - for Macs needs to be reinstalled after OS X 10.5.x updates Fink MacPorts Wine (Wine Is Not an Emulator) - allows you to run Windows programs on other operating systems (different than VMware Fusion or Parallels) - info can be found here Wine Bottler - this program was very easy to use and didn't have some of the problems that just Wine had. I found youtube videos very helpful for installing and using some of these open-source programs. Darwine 1.1.21.dmg- Intel Mac (x86) packaged version of Wine (there are PowerPC versions) WinBUGS - I've had problems running this from my Mac but OpenBUGS works fine. I will probably try out JAGS as well. Info on fixing a WinBUGS problem can be found here. I still have been unable to run WinBUGS or OpenBUGS on my Mac through R using Wine. I haven't tried it yet but here is a good resource for getting WinBUGS working on a Mac. I will likely be switching to JAGS because it works on all platforms and is based in C++ so will likely have longer term development than OpenBUGS (see here). Help with WinBUGS errors: 1. Here 2. Here Again OpenBUGS - like the original WinBUGS this program is designed for doing Bayesian Analysis using Gibbs Samping. JAGS - Just Another Gibbs Sampler for running bayesian statistics. This is a potential alternative to BUGS and can be run through R with rjags/R2Jags. The syntax is very similar to BUGS but with slight differences. The book Doing Bayesian Data Analysis: A Tutorial with R and BUGS iShowU HD - screen recording for your Mac which could be a useful teaching tool, especially for online courses or even just making tutorials available for students in traditional classrooms. Data Management - DO NOT USE EXCEL!!!! (yes I needed to shout) Base - at a minimum use OpenOffice Base (like MS Access). It is free, user-friendly, and has many useful features including linking tables and queries but is a decent GUI unlike many other free database programs. mySQL SQLite |