20,399 research outputs found
Project- and Group-Based Learning of Junior Writing in Biology
Writing in Biology, part of the Junior Writing Program, is inherently a project-based learning course. After a Science, Technology, Engineering, and Mathematics Teacher Education Collaborative (STEMTEC) workshop, the course was thoroughly revised. Each of six projects was modified to increase student-active and group participation. Base groups with a balanced experience constitution are established using voluntary ordering and random assignment. A walk-around during the initial meeting serves to establish bonding within the base groups. Random groups are used within exercises to stimulate student interaction and familiarity with ad hoc group cooperation. Digital images of, and by, students are used to encourage student interaction and name recognition. A website with the entire course plan is available at an archival site to complement and help elucidate the course
Statistical inference with anchored Bayesian mixture of regressions models: A case study analysis of allometric data
We present a case study in which we use a mixture of regressions model to
improve on an ill-fitting simple linear regression model relating log brain
mass to log body mass for 100 placental mammalian species. The slope of this
regression model is of particular scientific interest because it corresponds to
a constant that governs a hypothesized allometric power law relating brain mass
to body mass. A specific line of investigation is to determine whether the
regression parameters vary across subgroups of related species.
We model these data using an anchored Bayesian mixture of regressions model,
which modifies the standard Bayesian Gaussian mixture by pre-assigning small
subsets of observations to given mixture components with probability one. These
observations (called anchor points) break the relabeling invariance typical of
exchangeable model specifications (the so-called label-switching problem). A
careful choice of which observations to pre-classify to which mixture
components is key to the specification of a well-fitting anchor model.
In the article we compare three strategies for the selection of anchor
points. The first assumes that the underlying mixture of regressions model
holds and assigns anchor points to different components to maximize the
information about their labeling. The second makes no assumption about the
relationship between x and y and instead identifies anchor points using a
bivariate Gaussian mixture model. The third strategy begins with the assumption
that there is only one mixture regression component and identifies anchor
points that are representative of a clustering structure based on case-deletion
importance sampling weights. We compare the performance of the three strategies
on the allometric data set and use auxiliary taxonomic information about the
species to evaluate the model-based classifications estimated from these
models
The slipper lobster, Scyllarides latus, uses apatite and fluorapatite to protect its sensory organules
The cuticle of arthropods has been intensely studied not only to better understand the properties of a natural composite material, but also to understand how structural properties and mineral contributions to this composite offer a durable protective covering from predator and microbial attack. Thus far, most marine cuticular studies have focused on the American lobster, Homarus americanus, or several crab species, but have largely ignored other types of lobsters, such as spiny or slipper lobsters that have exoskeletons differing in both structural properties (i.e., amount of trabeculae present in pits and spines) and resistance to structural failure. Using an electron microprobe, we analyzed various segments of the exoskeleton of the Mediterranean slipper lobster, Scyllarides latus, to determine the mineral content in discrete domains of cuticle. EMP analysis determined that the cuticle of S. latus is similar to that of H. americanus in that it contains carbonate apatite in canal linings and in the areas surrounding sensory organules (setae). The slipper lobster also uses a fluorapatite mineral that further adds strength to the shell. Results will be discussed in the context of what this means for defense against attack and differences in environmental water chemistry and resilience to climate change
Spectroscopy of Giant Stars in the Pyxis Globular Cluster
The Pyxis globular cluster is a recently discovered globular cluster that
lies in the outer halo (R_{gc} ~ 40 kpc) of the Milky Way. Pyxis lies along one
of the proposed orbital planes of the Large Magellanic Cloud (LMC), and it has
been proposed to be a detached LMC globular cluster captured by the Milky Way.
We present the first measurement of the radial velocity of the Pyxis globular
cluster based on spectra of six Pyxis giant stars. The mean heliocentric radial
velocity is ~ 36 km/sec, and the corresponding velocity of Pyxis with respect
to a stationary observer at the position of the Sun is ~ -191 km/sec. This
radial velocity is a large enough fraction of the cluster's expected total
space velocity, assuming that it is bound to the Milky Way, that it allows
strict limits to be placed on the range of permissible transverse velocities
that Pyxis could have in the case that it still shares or nearly shares an
orbital pole with the LMC. We can rule out that Pyxis is on a near circular
orbit if it is Magellanic debris, but we cannot rule out an eccentric orbit
associated with the LMC. We have calculated the range of allowed proper motions
for the Pyxis globular cluster that result in the cluster having an orbital
pole within 15 degrees of the present orbital pole of the LMC and that are
consistent with our measured radial velocity, but verification of the tidal
capture hypothesis must await proper motion measurement from the Space
Interferometry Mission or HST. A spectroscopic metallicity estimate of [Fe/H] =
-1.4 +/- 0.1 is determined for Pyxis from several spectra of its brightest
giant; this is consistent with photometric determinations of the cluster
metallicity from isochrone fitting.Comment: 22 pages, 5 figures, aaspp4 style, accepted for publication in
October, 2000 issue of the PAS
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