- Impact of instrumental systematic errors on fine-structure constant measurements with quasar spectra
- Whitmore, Jonathan B.; Murphy, Michael T.
We present a new `supercalibration’ technique for measuring systematic distortions in the wavelength scales of high-resolution spectrographs. By comparing spectra of `solar twin’ stars or asteroids with a reference laboratory solar spectrum, distort …
- Stellar atmospheric parameter estimation using Gaussian process regression
- Bu, Yude; Pan, Jingchang
As is well known, it is necessary to derive stellar parameters from massive amounts of spectral data automatically and efficiently. However, in traditional automatic methods such as artificial neural networks (ANNs) and kernel regression (KR), it is …
- Weighted principal component analysis: a weighted covariance eigendecomposition approach
- Delchambre, L.
We present a new straightforward principal component analysis (PCA) method based on the diagonalization of the weighted variance-covariance matrix through two spectral decomposition methods: power iteration and Rayleigh quotient iteration. This meth …
- Stacking of large interferometric data sets in the image- and uv-domain – a comparative study
- Lindroos, L.; Knudsen, K. K.; Vlemmings, W.; Conway, J.; Martí-Vidal, I.
We present a new algorithm for stacking radio interferometric data in the uv-domain. The performance of uv-stacking is compared to the stacking of fully imaged data using simulated Atacama Large Millimeter/submillimeter Array and the Karl G. Jansky …
- A Novel, Fully Automated Pipeline for Period Estimation in the EROS 2 Data Set
- Protopapas, Pavlos; Huijse, Pablo; Estévez, Pablo A.; Zegers, Pablo; Príncipe, José C.; Marquette, Jean-Baptiste
We present a new method to discriminate periodic from nonperiodic irregularly sampled light curves. We introduce a periodic kernel and maximize a similarity measure derived from information theory to estimate the periods and a discriminator factor. …
- MegaMorph: classifying galaxy morphology using multi-wavelength Sérsic profile fits
- Vika, Marina; Vulcani, Benedetta; Bamford, Steven P.; Häußler, Boris; Rojas, Alex L.
Aims: This work investigates the potential of using the wavelength-dependence of galaxy structural parameters (Sérsic index, n, and effective radius, Re) to separate galaxies into distinct types. Methods: A sample of nearby galaxies with reliable …
- POLYCHORD: nested sampling for cosmology
- Handley, W. J.; Hobson, M. P.; Lasenby, A. N.
POLYCHORD is a novel nested sampling algorithm tailored for high-dimensional parameter spaces. In addition, it can fully exploit a hierarchy of parameter speeds such as is found in COSMOMC and CAMB. It utilizes slice sampling at each iteration to sa …
- A comparative study of four significance measures for periodicity detection in astronomical surveys
- Süveges, Maria; Guy, Leanne P.; Eyer, Laurent; Cuypers, Jan; Holl, Berry; Lecoeur-Taïbi, Isabelle; Mowlavi, Nami; Nienartowicz, Krzysztof; Blanco, Diego Ordóñez; Rimoldini, Lorenzo; Ruiz, Idoia
We study the problem of periodicity detection in massive data sets of photometric or radial velocity time series, as presented by ESA’s Gaia mission. Periodicity detection hinges on the estimation of the false alarm probability of the extremum of th …
- Bayesian inference for radio observations
- Lochner, Michelle; Natarajan, Iniyan; Zwart, Jonathan T. L.; Smirnov, Oleg; Bassett, Bruce A.; Oozeer, Nadeem; Kunz, Martin
New telescopes like the Square Kilometre Array (SKA) will push into a new sensitivity regime and expose systematics, such as direction-dependent effects, that could previously be ignored. Current methods for handling such systematics rely on alterna …
- Comparisons between different techniques for measuring mass segregation
- Parker, Richard J.; Goodwin, Simon P.
We examine the performance of four different methods which are used to measure mass segregation in star-forming regions: the radial variation of the mass function {M}_MF; the minimum spanning tree-based ΛMSR method; the local surface density ΣLDR …
- Estimating the Galactic Mass Profile in the Presence of Incomplete Data
- Eadie, Gwendolyn M.; Harris, William E.; Widrow, Lawrence M.
A powerful method to measure the mass profile of a galaxy is through the velocities of tracer particles distributed through its halo. Transforming this kind of data accurately to a mass profile M(r), however, is not a trivial problem. In particular, …
- Measuring cluster masses with CMB lensing: a statistical approach
- Melin, Jean-Baptiste; Bartlett, James G.
We present a method for measuring the masses of galaxy clusters using the imprint of their gravitational lensing signal on the cosmic microwave background (CMB) temperature anisotropies. The method first reconstructs the projected gravitational pote …
- The LOFAR Transients Pipeline
- Swinbank, John D.; Staley, Tim D.; Molenaar, Gijs J.; Rol, Evert; Rowlinson, Antonia; Scheers, Bart; Spreeuw, Hanno; Bell, Martin E.; Broderick, Jess W.; Carbone, Dario; Garsden, Hugh; van der Horst, Alexander J.; Law, Casey J.; Wise, Michael; Breton, Rene P.; Cendes, Yvette; Corbel, Stéphane; Eislöffel, Jochen; Falcke, Heino; Fender, Rob; Grießmeier, Jean-Mathias; Hessels, Jason W. T.; Stappers, Benjamin W.; Stewart, Adam J.; Wijers, Ralph A. M. J.; Wijnands, Rudy; Zarka, Philippe
Current and future astronomical survey facilities provide a remarkably rich opportunity for transient astronomy, combining unprecedented fields of view with high sensitivity and the ability to access previously unexplored wavelength regimes. This is …
- Variable selection for modeling the absolute magnitude at maximum of Type Ia supernovae
- Uemura, Makoto; Kawabata, Koji S.; Ikeda, Shiro; Maeda, Keiichi
We discuss what is an appropriate set of explanatory variables in order to predict the absolute magnitude at the maximum of Type Ia supernovae. In order to have a good prediction, the error for future data, which is called the “generalization error, …
- Calibrating gyrochronology using Kepler asteroseismic targets
- Angus, Ruth; Aigrain, Suzanne; Foreman-Mackey, Daniel; McQuillan, Amy
Among the available methods for dating stars, gyrochronology is a powerful one because it requires knowledge of only the star’s mass and rotation period. Gyrochronology relations have previously been calibrated using young clusters, with the Sun pro …
- Power-law tails in probability density functions of molecular cloud column density
- Brunt, C. M.
Power-law tails are often seen in probability density functions (PDFs) of molecular cloud column densities, and have been attributed to the effect of gravity. We show that extinction PDFs of a sample of five molecular clouds obtained at a few tenths …
- A Bayesian method for pulsar template generation
- Imgrund, M.; Champion, D. J.; Kramer, M.; Lesch, H.
Extracting Times of Arrival (ToAs) from pulsar radio signals depends on the knowledge of the pulsar’s pulse profile and the method being used to compare such profiles. We contrast classical generation mechanism of averaging received intensity to gen …
- Improved Estimates of the Milky Way’s Stellar Mass and Star Formation Rate from Hierarchical Bayesian Meta-Analysis
- Licquia, Timothy C.; Newman, Jeffrey A.
We present improved estimates of several global properties of the Milky Way, including its current star formation rate (SFR), the stellar mass contained in its disk and bulge+bar components, as well as its total stellar mass. We do so by combining p …
- Improved Estimates of the Milky Way’s Stellar Mass and Star Formation Rate from Hierarchical Bayesian Meta-Analysis
- Licquia, Timothy C.; Newman, Jeffrey A.
We present improved estimates of several global properties of the Milky Way, including its current star formation rate (SFR), the stellar mass contained in its disk and bulge+bar components, as well as its total stellar mass. We do so by combining p …
- Automatic Classification of Kepler Planetary Transit Candidates
- McCauliff, Sean D.; Jenkins, Jon M.; Catanzarite, Joseph; Burke, Christopher J.; Coughlin, Jeffrey L.; Twicken, Joseph D.; Tenenbaum, Peter; Seader, Shawn; Li, Jie; Cote, Miles
In the first three years of operation, the Kepler mission found 3697 planet candidates (PCs) from a set of 18,406 transit-like features detected on more than 200,000 distinct stars. Vetting candidate signals manually by inspecting light curves and o …