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Tag: graduate school

What does it take to be a successful PhD student? Two grad students in statistics weigh in

With so many different career options in life, how do you know that you’ve found the right one for you?

Graduate students Edric Tam and Andrew McCormack, when asked what they hope to be doing in ten years, said they’d choose to do exactly the kind of work they’re doing right now – so clearly, they’ve found the right path. Tam, who obtained his undergraduate degree in Biomedical Engineering, Neuroscience and Applied Mathematics from Johns Hopkins University, and McCormack, who came from the University of Toronto with a degree in Statistics, are now 5th-year PhD students in the Department of Statistical Sciences. Tam works with Professor David Dunson, while McCormack works with Professor Peter Hoff, and both hope to pursue research careers in statistics.

Edric Tam
Andrew McCormack

Research interests

For the past five years, McCormack has been doing more theoretical research, looking at how geometry can lend insights into statistical models. The example he gives is of the Fisher information matrix, a statistical model that many undergraduate statistics majors learn in their third or fourth year.

Tam, meanwhile, looks at data with unique graphical and connectivity structures that aren’t quite linear or easily modeled, such as a brain connectome or a social network. In doing so, he works on answering two questions – how can you model data like this, and how can you leverage the unique structure of the data in the process?

What both Tam and McCormack like about the field of statistics is that, as Tam puts it, “you get to play in everyone’s backyard.” Moreover, as McCormack says, the beauty of theoretical research is that, while it’s certainly more time-consuming and incremental, it is often timeless, giving insight into something previously unknown.

On walking the research path

What does it take to be a successful PhD student? Both McCormack and Tam agree that a PhD is just a degree – anyone can get one if you work hard. But what sustains both through a career in research is a passion for what they do. Tam says that “you need inherent motivation, curiosity, passion, and drive.” McCormack adds that it helps if you work on problems that are interesting to you. 

Tam, who spent some time in a biomedical engineering lab during his undergraduate years, remembers reading about math and statistics the entire time he was there, which signaled to him that maybe, biomedical engineering wasn’t for him. McCormack’s defining moment occurred in the proof-based classes he took while as an undergraduate. He initially wanted to pursue a career in finance, but he quickly became enamored by the elegant precision of mathematical proofs – “even if all you’re proving is that 1+1=2!”

“You need inherent motivation, curiosity, passion, and drive.”

Edric tam, on what it takes to pursue a career in research

Even with passion for what you do, however, research can have its ups and downs. McCormack describes the rollercoaster of coming up with a new idea, convinced that “this is a paper right here”, and then a day later, after he’s had time to think about the idea, realizing that it isn’t quite up to the mark. Tam, who considers himself a pretty laidback person, sometimes finds the Type A personalities in research, as in any career field, too intense. Both McCormack and Tam prefer to not take themselves too seriously, and both exude a love for – and a trust of – the process.

Tam, not taking himself too seriously

Reflections on the past and the future

Upon graduation, McCormack will move to Germany to pursue a post-doc before beginning a job as Assistant Professor in Statistics at the University of Alberta. Tam will continue his research at Duke before applying to post-doc programs. In reflecting on their paths that have brought them till now, both feel content with the journey they’ve taken.

Tam sees the future in front of him – from PhD to post-doc to professorship – as “just a change in the title, with more responsibility”, and is excited to embark on his post-doc, where he gets to continue to do the research he loves. “It doesn’t get much better than this,” he laughs, and McCormack agrees. When McCormack joins the faculty at the University of Alberta, he’s looking forward to mentoring students in a much larger capacity, although he comments that the job will probably be challenging and he’s expecting to feel a little bit of imposter syndrome as he settles in.

When asked for parting thoughts, both Tam and McCormack emphasize that the best time to get into statistics and machine learning is right now. The advent of ChatGPT, for example, could replace jobs and transform education. But given their love for the field, this recommendation isn’t surprising. As Tam succinctly puts it, “given a choice between doing math and going out with friends, I would do math –  unless that friend is Andy!”

Post by Meghna Datta, Class of 2023

The Life of a Biology Ph.D. Student, Clara Howell

Clara Howell and I meet to chat on a lovely October afternoon under the trees of the Bryan Center Plaza. In my final Fall at Duke as an undergraduate, I am happy to connect with Clara, a third-year PhD student in the biology department. We meet on the auspices that I want to learn more about her trek through academia and her current work in the Nowicki lab for this very profile piece. “I’ve never been written about before,” Clara says to me. I suspect that, though most grad students’ work is totally cool, most of them never have.

Clara Howell, Ph.D. student, conducting field work.

Clara talks with her hands as she lays out her current work for me. Right now, she is studying sexual selection and infection in different bird species. Duke biology professor Steve Nowicki, one of Clara’s advisors, has done a lot of work on honesty in communication systems between animals. Most species, Clara tells me, rely on honest signals for mate choice, because it benefits females to be able to discern between low- and high-quality mates, and it benefits high quality males to be able to advertise their quality. In general, animal signals should be reliable. Clara’s other advisor, biology professor and chair of evolutionary anthropology Susan Alberts, specializes in life history trade-offs of signaling: Animals only have so many resources and they must make choices about how to use them. A male bird, that is, for example, fighting an infection, cannot devote as many resources to sexual signaling as an uninfected male.

“But,” Clara says, with an increasingly bright smile on her face, “There is an interesting period of time right after an animal is exposed to a potential pathogen where it’s not immediately clear if the bird’s sexual signals will be honest. This is because it could be most advantageous for animals – especially males – to continue devoting every resource possible for sexual signaling, even if it means ignoring a pathogen that will eventually kill them.”

The punchline is, the male swamp sparrows and zebra finches that Clara studies might benefit from “lying” about being sick. By ignoring an arising infection and devoting one’s energy to maintaining strong sexual signaling, these male birds may be tricking females into thinking they are perfectly healthy mates with no sickness in sight. So far, Clara has been recording the songs of male birds following an injection of bacterial cell walls to stimulate their immune response. “The real kicker will be when I test females and see how and if they discern between the songs of sick and healthy males.”

“When we started to social distance at the beginning of the pandemic in March 2020, before any of us knew how long this would last, I wondered whether other animals do the same thing,” Clara said. When COVID-19 put a pause to Clara’s original work, she found inspiration in the pandemic itself to think about cues of sickness in other animal species besides our own – an idea she saw other scientists starting to buzz about.

Before grad school, Clara studied neuroscience and English at Tulane University in New Orleans. She worked in an evolutionary biology lab with former Duke Ph.D. Elizabeth Derryberry beginning in sophomore year and did her honor’s thesis in Derryberry’s lab on connections between novel foraging tasks and mate preferences in zebra finches. And Clara loved her advisor so much that she decided to follow Derryberry to the University of Tennessee as a grad student in the same year she earned her bachelor’s degree.

“What about your English major?” I asked Clara. “I was a very nerdy, book-ish child,” she replied, “I wanted to read more in college.” Her background in English has turned out to be quite useful for her work in the sciences. “Having really great scientific ideas and not being able to tell people about them is pretty useless,” she said with a short laugh. These English skills have been useful for grant writing too. That’s right – I asked Clara to tell me about the less glamorous parts of being a grad student.

“The process of finding money is something I wish people talked about more,” Clara said as she wrapped her long ponytail through her hands. The through line: “If you want to do your own ideas, you have to find your own money,” she stated plainly. The process of finding money takes up a considerable amount of her time and most grants she has applied for she does not end up getting. But because she enjoys writing, she says it’s not so bad. Though Clara wishes departments were more open about research funding policies and that there were more internal grants, she’s never thought of grant writing as a waste of time. “A lot of the time when I write grants, I’m really clarifying ideas. It’s definitely helpful,” she tells me.

Grant writing takes up a considerable amount of time for most science Ph.D. students.

Clara’s advice to anyone interested in a science Ph.D. is to truly consider getting a master’s degree beforehand. “It might not be the right choice for everyone,” Clara said, “But I found the transition from undergrad to graduate school really difficult. I spent most of my master’s degree just learning how to be a grad student and figuring out how academia works, which meant that when I started my Ph.D. I could focus much more on what I wanted to research.” The time in her master’s program also helped her home in on her central interests in biology. And oh, she also recommends noise-canceling headphones, her “favorite possession.”

Although she says she is still working on figuring out her work-life balance, Clara likes being able to set her own schedule and how each week is so different from the next. Outside of lab, Clara claims she is the stereotype of ecology and evolutionary biology grad students: She enjoys rock-climbing, board games, and craft breweries. You might have to go to the Biological Sciences building to find Clara. “I haven’t broached the other areas of campus,” she said, “Undergrads are sort of scary. They use language I don’t understand, and they are all so stylish. They make me feel old.” Old at 26, the life of the biology Ph.D.

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