• [astro-ph:0805.3532] Balan and Lahav
  ExoFit: Orbital Parameters of Extra-solar Planets from Radial Velocities (MCMC)

• [astro-ph:0805.3983] R. G. Carlberg et al.
  Clustering of supernova Ia host galaxies (Jackknife method is utilized).

• [astro-ph:0805.4005] Kurek, Hrycyna, & Szydlowski
  From model dynamics to oscillating dark energy parametrisation (Bayes factor)

• [astro-ph:0805.4136] C. Genovese et al.
  Inference for the Dark Energy Equation of State Using Type Ia Supernova Data

• [math.ST:0805.4141] C. Genovese et al.
  On the path density of a gradient field (detecting filaments via kernel density estimation, KDE)

• [astro-ph:0805.4342] C. Espaillat et al.
  Wavelet Analysis of AGN X-Ray Time Series: A QPO in 3C 273?

• [astro-ph:0805.4414] Tegmark and Zaldarriaga
  The Fast Fourier Transform Telescope

• [astro-ph:0805.4417] A. Georgakakis et al.
  A new method for determining the sensitivity of X-ray imaging observations and the X-ray number counts

• [stat.AP:0805.4598] E. Anderes et al.
  Maximum Likelihood Estimation of Cloud Height from Multi-Angle Satellite Imagery

• [astro-ph:0805.1290]R. Barnard, L. Shaw Greening, U. Kolb
  A multi-coloured survey of NGC 253 with XMM-Newton: testing the methods used for creating luminosity functions from low-count data

• [astro-ph:0805.1469] Philip J. Marshall et al.
  Automated detection of galaxy-scale gravitational lenses in high resolution imaging data

• [astro-ph:0805.1470] E. P. Kontar, E. Dickson, J. Kasparova
  Low-energy cutoffs and in electron spectra of solar flares: statistical survey (It is not statistically rigorous but the topic can be connected to dip tests or gap tests in statistics)

• [astro-ph:0805.1936] J. Yee & B. Gaudi
  Characterizing Long-Period Transiting Planets Observed by Kepler (discusses uncertainty in light curves and Fisher matrix)

• [astro-ph:0805.1994] the QUad collaboration: C. Pryke et al.
  Second and third season QUaD CMB temperature and polarization power spectra (What is jackknife tests? A brief scan of the paper does not register with my understanding of jackknifing. It looks more close to cross validation. Another slog topic shall come: bootstrap, cross validation, jackknife, and resampling.)

• [astro-ph:0805.2121] N. Cole et al.
  Maximum Likelihood Fitting of Tidal Streams With Application to the Sagittarius Dwarf Tidal Tails

• [astro-ph:0805.2155] J Yoo & M Zaldarriaga
  Improved estimation of cluster mass profiles from the cosmic microwave background

• [astro-ph:0805.2207] A.Vikhlinin et al.
  Chandra Cluster Cosmology Project II: Samples and X-ray Data Reduction (it mentions calibration uncertainty and background, can it be a reference to stacking, coadding, source detection, etc?)

• [astro-ph:0805.2325] J.M. Loh
  A valid and fast spatial bootstrap for correlation functions

• [astro-ph:0805.2326] T. Wickramasinghe, M. Struble, J. Nieusma
  Observed Bimodality of the Einstein Crossing Times of Galactic Microlensing Events

• [astro-ph:0802.3411] N.Seto
     Detecting Planets around Compact Binaries with Gravitational Wave Detectors in Space

• [astro-ph:0802.3599] Jones & van de Weygaert
     Cosmic Order out of Primordial Chaos: a tribute to Nikos Voglis

• [astro-ph:0802.3764] J. Southworth
     Homogeneous studies of transiting extrasolar planets. I. Light curve analyses

• [astro-ph:0802.3914] A. M. Wolfe et.al.
      Bimodality in Damped Lyman alpha Systems (Kolmogorov-Smirnoff test)

• [astro-ph:0802.3931] M.S. Wheatland
     The Energetics of a Flaring Solar Active Region, and Observed Flare Statistics

A paper linked with an animation: [astro-ph:0802.3664] Dubinski and Farah
    GRAVITAS: Portraits of a Universe in Motion (I wanted to but I couldn’t watch.)
Lecture notes on CMB: [astro-ph:0802.3688] Wayne Hu
    Lecture Notes on CMB Theory: From Nucleosynthesis to Recombination