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# reflections
# Roland Shen Reflections Oct 26, 2013
## Horizontal Groups
1) I believe that
having a sign-in sheet would be beneficial in increasing class attendance.
Although I feel like I learn more from office hours than in lecture, attending
lecture gives the class a structure to base our work around. Attributing signing
in for attendance to grades also gives students an added incentive. Not all
students are here to grade grub but knowing that you stand somewhere gradewise
also helps.

2) A'ha moments: Knowing the presenter's role within writing the paper.
Presenters need to research articles related to the earthquake models and share
these findings with their vertical groups.

3) If I were to change anything from this week, I would have attended office
hours. I couldn't this weekend because I lost my phone and had to go home for
the weekend to get a new one. Hopefully I didn't miss anything important. I also
could have spent more time learning python.

#Roland Shen Reflections Oct 19, 2013
1) I liked how we learned about new forms
of programming in JSON and HTML 5, and how we can incorporate these into our
learning of python. Stark's lecture also provided us with knowledge on what we
are actually doing for this project. The facts about earthquake prediction
helped a lot during our discussion and visualization of earthquake data for our
group project. Also, sudo apt-get install python-dev is needed to install pandas
and is a useful line of code.

2) I had many "a-ha!" moments this week, especially during office hours. I
helped my group members and classmates in other groups pull request their
reflections and by teaching them how to maneuver through github, I had a better
understanding of how to go through github myself. My groupmate Khoa also found a
nice python package called folium and we used that in our project to show
earthquake positions (longitude, latitude) on a world map. Teresa made a great
point about collecting Stark notes on a github page as opposed to a google doc.
Just create a stat157 repository for Stark notes and then have everyone fork and
pull request individual notes onto the repository so that everyone can have easy
access without having to click on a google doc link.

3) If I were to change anything from this week, it would be to focus more at
the beginning of the Stark lecture. I learned a lot from his presentation but
more towards the end when he started to bust out all the models in formula form.
Paying attention at the beginning of the lecture would probably provide more
insight into the "why" instead of the "how."

Stark Notes below: poisson, gamma renewal models dont fit stoichastic seismic
data bigger events have smaller windows, shorter event times

automatic alarm: after every event with M > mu start an alarm of duration tau no
free parameters

magnitude-dependent automatic alarm (MDA) afte every event with M > mu start an
alarm of duration tau*u^M 1 free parameter ^none of this stuff is physics based

For both adjust fraction of time covered by alarms through tau

ETAS model in Luen PhD Dissertation

project in a nutshell, get a model that is better than ETAS at all points

Gutenberg-Richter law for magnitudes Omori-Utsu law for aftershocks

=============
## Roland Shen Reflections Oct 12, 2013
# Group Project 1
1) The group project was a good change of pace from all that we have done so
far. We were thrown into the fire and had to collaborate with our team of four
to survive on such short notice. This forced us as students to focus on this
class and put it as a priority over other classes and I learned more about
iPython Notebook through this exercise than through any lecture beforehand.

2) My "aha!" moment of the week was when I figured out how to run iPython
Notebook from my VM. I also learned about background and foreground processes
from my technical lead (who also happened to be in my group) so that I could run
iPython Notebook in the background while working on other things in the
foreground. I never knew such a thing existed and I hope to learn more as the
class progresses.

3) If I were to take a different approach this week, it would be to start on the
group project sooner. We talked over email a little bit after Thursday but we
did not meet up as a group until Sunday at Aaron's office hours, which was
poorly planned. Starting sooner would have allowed for us to sooner encounter
the setbacks we had and we could have produced a better end product. I know
perfection is the enemy but seeing the other groups' projects made me feel that
ours was a bit lackluster.

## Roland Shen Reflections Oct 4, 2013
# Stark Notes Included
Measure earthquake as a stochastic process using poisson process and memoryless
properties to predice earthquakes estimate how big earthquakes are using moments
in physics earthquake probability is a metaphor claims that events occur as if
in a casino game, why not like terrorism instead?
La quila earthquake in italy 2010
Urn model is just an assumption, just because there is a rate that there is a
probability

Analogy of earthquake prediction to weather prediction obviously you would
predict differently based on past events like if it rains today, it is more
likely to rain tomorrow than it would in a summer. If an earthquake happens,
aftershocks will be more likely to happen.


**Assuming that something is random is a big assumption to make

I think that this week was a vast improvement from last week.
I had a hard time setting up virtual machine because I forgot my password on the
VM that I had already downloaded. That was easily fixed though, along with the
local port.

An aha moment that I had this week was when Professor Stark talked about how we
should treat earthquake occurances. Now that we know how earthquake prediction
works and the consequences of those who try to predict earthquakes and fail
really puts this class into perspective when it comes to reproducibility and
statistical analysis.

We have a goal that we can work toward in our groups and we also now have a
schedule that we can follow. I am looking forward to next week's presentations
on Tuesday and working with my group over the weekend.

## Roland Shen Reflections Sept 28, 2013
# What are your thoughts on reproducibility?

I think reproducibility is a great idea for people who are interested in
research and making an impact within the academic community. It allows for
others to understand your work step by step and to be able to create the same
results from your findings. Although I might not be interested in doing
research, I believe that reproduceability is important even within the
workplace. If I had to complete a project within a company, I would like to be
able to reproduce the same quality work later if a similar project shows up
again. I wouldn't want my first successful project to be a product of luck and I
would want to be absolutely sure that if I followed the same steps from the
previous project, then the current project would yield the same results. The
strongest justification for the opposite view is that some measurements in data
are variable based, that even though all the steps are carefully recorded and
followed, different results can appear. For such experiments or processes, it is
important to say at the beginning of a process that there will be variations in
findings but only because that is the nature of the research at hand.

## Roland Shen Reflections Sept 21, 2013

We only had two classes with guest lecturers this week. I don't know if there
are any assignments related to these lectures.

I still have not felt an "A-ha!" moment in this course but hopefully when the
class starts to pick up next Tuesday there will be more opportunities to learn
new material.

Again there was no new material this week and as such I wouldn't have done
anything different. I'm glad that there were guest speakers this week.


## Roland Shen Reflections Sept 17, 2013

I was unaware that there would be a second reflection this week. I feel that our
class discussion in Thursday's section covered the main points that the course
should improve on. As far as communication between staff and student goes, I was
unsure whether we should submit anything if we did not do anything programming
related in class for the week. I also did not know if we should attach the
second reflection to the first or to create a new repository. Again, not having
a set assignment schedule can be confusing but we went over this in class.

I still have not felt an "A-ha!" moment in this course but hopefully when the
class starts to pick up next Tuesday there will be more opportunities to learn
new material.

Again there was no new material this week and as such I wouldn't have done
anything different. I'm glad that the GSIs are hosting office hours from 9am-
noon on Friday so that everyone can be on the same page.

## Roland Shen Reflections Sept 7, 2013

1) I had a hard time setting up my virtual machine until group leaders in class
helped me out. Following instructions for downloading ipython and IRC was also
confusing. I understand what I should have done now that I have everything set
up, but I feel that the instructions could have been clearer. There was a lot of
computer lingo that I couldn't process espectially after I had installed the VM
VirtualBox. I didn't know how to do anything in homework-1 after the
installation.

I am also trying to understand how to use github through the octocat tutorial
since github still feels foreign to me. I need to get used to knowing what
pulling a repository means or pushing something to someone else, as well as how
to navigate through the website efficiently.

2) I have not yet had an "aha!" moment but maybe that is because I haven't spent
enough time learning github. I have tried to use Git Shell for this assignment
but that hasn't gone well so far.

3) If I were to take a different approach to this past week, I would have spent
more time in becoming acquainted with github. I am not a very fast learner,
especially when it comes to programming, so spending more time definitely would
have helped. For other students, I suggest using IRC a lot. Whenever you have a
problem, someone else would probably also have the same problem and maybe
figured out a way to solve it by the time you ask. I didn't know what to do for
this week's reflection so I went onto IRC and asked. Someone told me
instructions to come to this page and post.