I was going to write a brief summary. Decided not to.
Acknowledgments
This work was supported by STFC (UK). I thank my collaborators on these topics — Maria Beltran, Pier Stefano Corasaniti, Marina Cortês, Juan Garcia-Bellido, Martin Kunz, Ofer Lahav, Samuel Leach, Julien Lesgourgues, Pia Mukherjee, Cédric Pahud, David Parkinson, Martin Sahlén, Anze Slosar, Roberto Trotta, and Yun Wang — for numerous discussions, with special appreciation for Pia and David's work with me on the nested sampling method. I also thank Sarah Bridle, George Efstathiou, Alan Heavens, Mike Hobson, Andrew Jaffe, Eric Linder, and John Peacock for many debates concerning Bayesian data analysis.
| AIC | Akaike information criterion | 
| BIC | Bayesian information criterion | 
| CDM | Cold dark matter | 
| CMB | Cosmic microwave background | 
| CosmoMC | [A software package for MCMC analysis] | 
| DETF | Dark energy task force | 
| FoM | Figure of merit | 
| ΛCDM | Lambda cold dark matter (model) | 
| MCMC | Markov Chain Monte Carlo | 
| WMAP | Wilkinson Microwave Anisotropy Probe |