Michael Kinder provides insight on the underlying technologies used in startle systems and explains what researchers should know about sensor capabilities and limitations and how that knowledge can help create effective protocols, address calibration and properly analyze data.
The startle reflex in rodents is typically studied using startle chambers with integrated transducers to measure elicited responses to aversive stimuli. The importance of startle systems in pre-clinical research labs is evident based on the pervasive use of this technology in both academia and industry for applications such as behavioral phenotyping, pre-pulse inhibition studies and safety pharmacology and toxicology screening. As is true with any scientific instrument, understanding the underlying technology and inherent limitations is important when designing experimental protocols, setting up and calibrating the equipment and analyzing data.
Michael Kinder, System Designer at Kinder Scientific, presents advancements in modern startle systems that scientists should know. Topics include:
- What are the technologies available that scientists need to understand?
- What are the physical characteristics of the sensory assemblies?
- Does subject weight matter in startle response studies?
- Should scientists be comparing raw startle amplitude between animals of different sizes?
- Does the unit of measure matter?
- What does an analog only trial provide (or not provide)?
A presentation given to Training Captains at an annual meeting, raising awareness of the need for resilience in progression training throughout a pilot's career.
Presentation given by the CFI / Training Manager Airbus at Monarch Airlines.
390 Chapter 11 Multinational Corporations
INVESTIGATING THE CAUSE OF
THE MIC LEAK
In the days following the gas leak, there was world-
wide interest in pinning down its precise cause. A
team of reporters from The New York Times inter-
viewed plant workers in Bhopal. Their six-week in-
vestigation concluded that a large volume of water
entered tank 610, causing the accident.f The Times re-
porters thought that water had entered when R. Khan
failed to use a slip blind as he washed out piping.
Water from his hose simply backed up and eventually
flowed about 400 feet into the tank. Their account was
widely circulated and this theory, called the "water
washing theory," gained currency. However, it was
not to be the only theory of the accident's cause.
Immediately after the disaster, Union Carbide also
rushed a team of investigators to Bhopal. But the
team got little cooperation from Indian authorities
operating in a climate of anti-Carbide popular pro-
test. It was denied access to plant records and work-
ers. Yet the investigators got to look at tank 610 and
took core samples from its bottom residue. These
samples went back to the United States, where more
than 500 experimental chemical reactions were un-
dertaken to explain their chemical composition. In
March 1985 Carbide finally released its report. It
stated that entry of water into the tank caused the gas
release, but it rejected the water washing theory.
Instead, Carbide scientists felt the only way that
an amount of water sufficient to cause the observed
reaction could have entered the tank was through ac-
cidental or deliberate connection of a water hose to
piping that led directly into the tank. This was possi-
ble because outlets for compressed air, nitrogen,
steam, and water were stationed throughout the
plant. The investigators rejected the water washing
hypothesis for several reasons. The piping system
was designed to prevent water contamination even
without a slip blind. Valves between the piping being
washed and tank 610 were found closed after the
8 The team wrote a series of articles. SeeStuart Diamond,
"The Bhopal Disaster: How It Happened," The New York
Times, January 28, 1985; Thomas J. Lueck, "Carbide Says
Inquiry Showed Errorsbut IsIncomplete," TheNew York Times,
January 28, 1985; Stuart Diamond, "The Disaster in Bhopal:
Workers Recall Horror," The New York Times,January 3D,
1985; and Robert Reinhold, "Disaster in Bhopal: Where
Does Blame Lie?" The New York Times, January 31, 1985.
accident. And the volume of water required to create
the reaction-l,OOO to 2,000 pounds-was far too
much to be explained by valve leakage.
The Carbide report gave a plausible alternative to
the water washing theory, but within months an in-
vestigation by the Indian government rejected it. This
study, made by Indian scientists and engineers, con-
firmed that the entry of water into the MlC tank
caused the reaction but concluded that the improper
washing procedure was to blame (see Exhibit 3).
Blue Origin's New Shepard Resumes Space Tourism with Historic Passenger | GQ ...GQ Research
Blue Origin's New Shepard rocket is back in action! Discover the historic flight that took a 90-year-old passenger to the edge of space after a nearly two-year hiatus
Michael Kinder provides insight on the underlying technologies used in startle systems and explains what researchers should know about sensor capabilities and limitations and how that knowledge can help create effective protocols, address calibration and properly analyze data.
The startle reflex in rodents is typically studied using startle chambers with integrated transducers to measure elicited responses to aversive stimuli. The importance of startle systems in pre-clinical research labs is evident based on the pervasive use of this technology in both academia and industry for applications such as behavioral phenotyping, pre-pulse inhibition studies and safety pharmacology and toxicology screening. As is true with any scientific instrument, understanding the underlying technology and inherent limitations is important when designing experimental protocols, setting up and calibrating the equipment and analyzing data.
Michael Kinder, System Designer at Kinder Scientific, presents advancements in modern startle systems that scientists should know. Topics include:
- What are the technologies available that scientists need to understand?
- What are the physical characteristics of the sensory assemblies?
- Does subject weight matter in startle response studies?
- Should scientists be comparing raw startle amplitude between animals of different sizes?
- Does the unit of measure matter?
- What does an analog only trial provide (or not provide)?
A presentation given to Training Captains at an annual meeting, raising awareness of the need for resilience in progression training throughout a pilot's career.
Presentation given by the CFI / Training Manager Airbus at Monarch Airlines.
390 Chapter 11 Multinational Corporations
INVESTIGATING THE CAUSE OF
THE MIC LEAK
In the days following the gas leak, there was world-
wide interest in pinning down its precise cause. A
team of reporters from The New York Times inter-
viewed plant workers in Bhopal. Their six-week in-
vestigation concluded that a large volume of water
entered tank 610, causing the accident.f The Times re-
porters thought that water had entered when R. Khan
failed to use a slip blind as he washed out piping.
Water from his hose simply backed up and eventually
flowed about 400 feet into the tank. Their account was
widely circulated and this theory, called the "water
washing theory," gained currency. However, it was
not to be the only theory of the accident's cause.
Immediately after the disaster, Union Carbide also
rushed a team of investigators to Bhopal. But the
team got little cooperation from Indian authorities
operating in a climate of anti-Carbide popular pro-
test. It was denied access to plant records and work-
ers. Yet the investigators got to look at tank 610 and
took core samples from its bottom residue. These
samples went back to the United States, where more
than 500 experimental chemical reactions were un-
dertaken to explain their chemical composition. In
March 1985 Carbide finally released its report. It
stated that entry of water into the tank caused the gas
release, but it rejected the water washing theory.
Instead, Carbide scientists felt the only way that
an amount of water sufficient to cause the observed
reaction could have entered the tank was through ac-
cidental or deliberate connection of a water hose to
piping that led directly into the tank. This was possi-
ble because outlets for compressed air, nitrogen,
steam, and water were stationed throughout the
plant. The investigators rejected the water washing
hypothesis for several reasons. The piping system
was designed to prevent water contamination even
without a slip blind. Valves between the piping being
washed and tank 610 were found closed after the
8 The team wrote a series of articles. SeeStuart Diamond,
"The Bhopal Disaster: How It Happened," The New York
Times, January 28, 1985; Thomas J. Lueck, "Carbide Says
Inquiry Showed Errorsbut IsIncomplete," TheNew York Times,
January 28, 1985; Stuart Diamond, "The Disaster in Bhopal:
Workers Recall Horror," The New York Times,January 3D,
1985; and Robert Reinhold, "Disaster in Bhopal: Where
Does Blame Lie?" The New York Times, January 31, 1985.
accident. And the volume of water required to create
the reaction-l,OOO to 2,000 pounds-was far too
much to be explained by valve leakage.
The Carbide report gave a plausible alternative to
the water washing theory, but within months an in-
vestigation by the Indian government rejected it. This
study, made by Indian scientists and engineers, con-
firmed that the entry of water into the MlC tank
caused the reaction but concluded that the improper
washing procedure was to blame (see Exhibit 3).
Blue Origin's New Shepard Resumes Space Tourism with Historic Passenger | GQ ...GQ Research
Blue Origin's New Shepard rocket is back in action! Discover the historic flight that took a 90-year-old passenger to the edge of space after a nearly two-year hiatus
Free documents from the UK UFO National Archives. You have to pay for these now, but we have them! You can get all of them at no cost here: http://alien-ufo-research.com/documents/uk
Free documents from the UK UFO National Archives. You have to pay for these now, but we have them! You can get all of them at no cost here: http://alien-ufo-research.com/documents/uk
Another lost flight - The disappearance of Malaysia Airlines Flight 370 remin...Richard Kelley
The loss of Malaysia Airlines Flight 370 is similar to the unsolved loss of Pan American World Airways Flight 7 while flying from San Francisco to Hawaii in 1957.
Article
Estimating Flight Characteristics of Anomalous
Unidentified Aerial Vehicles
Kevin H. Knuth 1,2,* , Robert M. Powell 2 and Peter A. Reali 2
1 Department of Physics, University at Albany (SUNY), Albany, NY 12222, USA
2 Scientific Coalition for UAP Studies (SCU), Fort Myers, FL 33913, USA;
robertmaxpowell@gmail.com (R.M.P.); preali@cableone.net (P.A.R.)
* Correspondence: kknuth@albany.edu
Received: 21 August 2019; Accepted: 21 September 2019; Published: 25 September 2019
Abstract: Several Unidentified Aerial Phenomena (UAP) encountered by military, commercial, and
civilian aircraft have been reported to be structured craft that exhibit ‘impossible’ flight characteristics.
We consider a handful of well-documented encounters, including the 2004 encounters with the
Nimitz Carrier Group off the coast of California, and estimate lower bounds on the accelerations
exhibited by the craft during the observed maneuvers. Estimated accelerations range from almost
100 g to 1000s of gs with no observed air disturbance, no sonic booms, and no evidence of excessive
heat commensurate with even the minimal estimated energies. In accordance with observations,
the estimated parameters describing the behavior of these craft are both anomalous and surprising.
The extreme estimated flight characteristics reveal that these observations are either fabricated or
seriously in error, or that these craft exhibit technology far more advanced than any known craft on
Earth. In many cases, the number and quality of witnesses, the variety of roles they played in the
encounters, and the equipment used to track and record the craft favor the latter hypothesis that
these are indeed technologically advanced craft. The observed flight characteristics of these craft
are consistent with the flight characteristics required for interstellar travel, i.e., if these observed
accelerations were sustainable in space, then these craft could easily reach relativistic speeds within a
matter of minutes to hours and cover interstellar distances in a matter of days to weeks, proper time.
Keywords: UAP; UAV; UFO; Nimitz; Tic-Tac
STEM program for Life Long Learning with an emphasis on the cold war, critical thinking exploring the sinking of the Soviet K129, US SSN Scorpion, and Cuban Missile Crisis
Project management denial & death zone complexity Analysishunsabr
This slide set shows a several years long study of a book by Grant Avery titled: Project Management, denial, and The Death Zone. My study took me through about 50+ books on markets, globalization, project success, and mega-project failure within a culture of standardized processes and the messy complex world. I looked at how we try to move a project that functions within a complex chaotic environment to a complicated one where we can succeed.
Free documents from the UK UFO National Archives. You have to pay for these now, but we have them! You can get all of them at no cost here: http://alien-ufo-research.com/documents/uk
Free documents from the UK UFO National Archives. You have to pay for these now, but we have them! You can get all of them at no cost here: http://alien-ufo-research.com/documents/uk
Another lost flight - The disappearance of Malaysia Airlines Flight 370 remin...Richard Kelley
The loss of Malaysia Airlines Flight 370 is similar to the unsolved loss of Pan American World Airways Flight 7 while flying from San Francisco to Hawaii in 1957.
Article
Estimating Flight Characteristics of Anomalous
Unidentified Aerial Vehicles
Kevin H. Knuth 1,2,* , Robert M. Powell 2 and Peter A. Reali 2
1 Department of Physics, University at Albany (SUNY), Albany, NY 12222, USA
2 Scientific Coalition for UAP Studies (SCU), Fort Myers, FL 33913, USA;
robertmaxpowell@gmail.com (R.M.P.); preali@cableone.net (P.A.R.)
* Correspondence: kknuth@albany.edu
Received: 21 August 2019; Accepted: 21 September 2019; Published: 25 September 2019
Abstract: Several Unidentified Aerial Phenomena (UAP) encountered by military, commercial, and
civilian aircraft have been reported to be structured craft that exhibit ‘impossible’ flight characteristics.
We consider a handful of well-documented encounters, including the 2004 encounters with the
Nimitz Carrier Group off the coast of California, and estimate lower bounds on the accelerations
exhibited by the craft during the observed maneuvers. Estimated accelerations range from almost
100 g to 1000s of gs with no observed air disturbance, no sonic booms, and no evidence of excessive
heat commensurate with even the minimal estimated energies. In accordance with observations,
the estimated parameters describing the behavior of these craft are both anomalous and surprising.
The extreme estimated flight characteristics reveal that these observations are either fabricated or
seriously in error, or that these craft exhibit technology far more advanced than any known craft on
Earth. In many cases, the number and quality of witnesses, the variety of roles they played in the
encounters, and the equipment used to track and record the craft favor the latter hypothesis that
these are indeed technologically advanced craft. The observed flight characteristics of these craft
are consistent with the flight characteristics required for interstellar travel, i.e., if these observed
accelerations were sustainable in space, then these craft could easily reach relativistic speeds within a
matter of minutes to hours and cover interstellar distances in a matter of days to weeks, proper time.
Keywords: UAP; UAV; UFO; Nimitz; Tic-Tac
STEM program for Life Long Learning with an emphasis on the cold war, critical thinking exploring the sinking of the Soviet K129, US SSN Scorpion, and Cuban Missile Crisis
Project management denial & death zone complexity Analysishunsabr
This slide set shows a several years long study of a book by Grant Avery titled: Project Management, denial, and The Death Zone. My study took me through about 50+ books on markets, globalization, project success, and mega-project failure within a culture of standardized processes and the messy complex world. I looked at how we try to move a project that functions within a complex chaotic environment to a complicated one where we can succeed.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
2. Why facts are important
• An appraisal on Saturday about Walter Cronkite’s career included a
number of errors. In some copies, it misstated the date that the Rev. Dr.
Martin Luther King Jr. was killed and referred incorrectly to Mr. Cronkite’s
coverage of D-Day. Dr. King was killed on April 4, 1968, not April 30. Mr.
Cronkite covered the D-Day landing from a warplane; he did not storm the
beaches. In addition, Neil Armstrong set foot on the moon on July 20,
1969, not July 26. “The CBS Evening News” overtook “The Huntley-
Brinkley Report” on NBC in the ratings during the 1967-68 television
season, not after Chet Huntley retired in 1970. A communications satellite
used to relay correspondents’ reports from around the world was Telstar,
not Telestar. Howard K. Smith was not one of the CBS correspondents Mr.
Cronkite would turn to for reports from the field after he became anchor
of “The CBS Evening News” in 1962; he left CBS before Mr. Cronkite was
the anchor. Because of an editing error, the appraisal also misstated the
name of the news agency for which Mr. Cronkite was Moscow bureau
chief after World War II. At that time it was United Press, not United Press
International.
3. Why facts are important, add1
• Bad facts, or incorrect facts, make us look
stupid.
• It makes the reader doubt our competence.
• It makes us look foolish.
• Most bad facts come from laziness.
4. Common causes of fact indigestion
• Writing from memory, not text
• Relying on bad sources
• Not verifying information
• Not following the “If your mother says she
loves you, check it out,” theory
5. Facts vs. Claims
• Facts are objective (the Earth is round)
• Claims are subjective (“The cake is the best in
the world”)
6. Developing a fact
• Developing a fact = feeding and watering
• It’s the process of taking a piece of
information and following it to its logical
terminus.
• “It’s raining cats and dogs in Columbia”
How much rain in how many hours? Where?
….
And then…
7. The follow-on
1. “It’s raining cats and dogs in Columbia”
2. How much rain in how many hours? 9 inches in
3 hours.
Where do you go from there?
3. Where did it fall? The Perche Creek, Grindstone
Creek and Hinkson Creek drainages.
4. What’s the consequence? I-70 is flooded over at
Perche Creek, the community of Midway has
been evacuated, homes in Columbia have been
flooded.
8. Continuing to follow
• I-70 is flooded: To what depth? What
milepost? Has the roadway been
harmed/carried away? Any motorists
stuck/carried away? When will it reopen?
• Midway has been evacuated: How many
people will be evacuated? What route will
they be taking? Can they drive out or is it
National Guardsmen driving them out in
trucks?
9. Mining reports for info
Answer the HWWWT questions
Look for outliers
Look for differences
Look for color
Use the report as a foundation
10. What to look for: FAA Report
On December 19, 2007, about 0130 New
Zealand daylight time, a turbine
powered, wheel/ski-equipped
Douglas DC-3T, C-FMKB, sustained
substantial damage during an on
ground collision with snow-covered
terrain during takeoff from a remote
site, about 547 miles east of
McMurdo Station, Antarctica. The
airplane was being operated by the
National Science Foundation's
Antarctica Mission, as a public use
flight.
Answers when
Answers what
11. What to look for, add1
The airplane and crew were provided under
contract to the National Science
Foundation by Kenn Borek Air, Ltd.,
Calgary, Alberta, Canada. Of the 10 people
on board, the airline transport pilot and 8
passengers sustained no injuries, and the
first officer sustained minor injuries.
Visual meteorological conditions
prevailed, and company flight following
procedures were in effect.
The National Science Foundation public
use aircraft contract with Kenn Borek Air,
Ltd., is administered by the United States
Department of the Interior (DOI), Aviation
Management Directorate (AMD).
Answers to what extent
Crap you don’t need
12. What to look for, add2
During a telephone conversation with the
National Transportation Safety Board
(NTSB) investigator-in-charge (IIC) on
December 23, about 1310 Alaska standard
time, the accident captain reported that
the purpose of the flight was to provide
aviation support services to the scientific
research team. He noted that the
outbound flight to a prearranged site near
Mt. Paterson was uneventful. After
arriving at the site, the research team
installed a monitoring station, which
required about 5 to 6 hours to complete.
The captain said both he and the first
officer remained at the airplane and
waited for the research team to complete
the installation. Once the research team
completed their work, they returned to
the airplane, and the airplane was
prepared for departure.
Provides more details about the what
happened, including preface
13. What to look for, add2
The captain reported that his
predetermined takeoff site consisted of
hard packed, wind blown snow, which was
atop a 5-degree down slope grade. He
said that during the takeoff run, as the
airplane neared 70 knots, he moved the
airplane's control column aft in an
attempt to lower the tail, and attain a
flying attitude. He said that just before the
airplane became airborne, the left wing
struck the snow-covered terrain, which
pivoted the airplane 90 degrees to the
left. He said that both main landing gear
assemblies collapsed, and the airplane
came to rest on the belly.
Provides an account of what happened
Action in the account
14. What to look for, add3
During a telephone conversation with the
NTSB IIC on December 26, about 0945
Alaska standard time, the first officer
reported that during the takeoff run, as
the airplane neared 60 knots, and as the
captain moved the control column aft, she
felt the airplane's tailwheel contact the
hard packed snow. She said she told the
captain the airplane was not going to fly,
and he responded by saying "yes it will."
The airplane sustained substantial damage
to the left wing and fuselage.
The captain and first offer both reported
that there were no preaccident
mechanical anomalies with the airplane.
Outlier: Contradiction
15. Under the new rates, effective for fall 2008, resident undergraduates will pay the following
base tuition and mandatory fees:
Resident Undergraduate Base Tuition and Mandatory Fees
Academic Year 2008-2009
Arizona State University Tempe and Downtown Phoenix
Continuing students enrolled prior to fall 2008
Students starting fall 2008
$5,313
5,659
Arizona State University Polytechnic and West
Continuing students enrolled prior to fall 2008
Students starting fall 2008
5,099
5,659
Northern Arizona University Flagstaff
Continuing students enrolled prior to fall 2008
Students starting fall 2008
5,217
5,446
Northern Arizona University Statewide and Yuma
4,850
University of Arizona Main
5,531
University of Arizona South
4,804
Looking for differences