Launch a Project Experiment: Gibberellin and Brassinolide

AP Statistics Project Proposal

(It has to be an experiment, no observational study will be accepted)

Group members:

Name ID
Jiayi Liu 2014530054
Ziyi Wang 2014530070
Fan Xu 2014530268
Junhui He 2014530723
  1. Topic (What is the research question)

Comparison of the Effects of Gibberellin and Brassinolide on Soybean Seed Germination

  1. Sampling (Be specific about how subjects might be selected)

Randomly select 120 soybeans that are purchased from the same source.

  1. Variables:

Explanatory variables:

Type of plant hormone being used: categorical, no plant hormone (control), Gibberellin, Brassinolide, or both.

Response Variable: the height of seedlings after 2 days; the height of seedlings after 7 days.

  1. Treatment:

We have 4 kinds of treatments.

For the selected seeds, randomly assign them to different treatments, which is soaking the soybean seeds in specified solution for 12 hours. Each treatment has 30 seeds:

No plant hormone 10-6 mol/L Gibberellin
10-6 mol/L Brassinolide 5×10-7 mol/L Gibberellin + 5×10-7 mol/L Brassinolide

After soaking, transplant the seeds to soil. Water the seeds every 12 hours, take an account of the proportion of germinated seeds. Also measure the height of seedlings after 2 days and 7 days.

  1. What extraneous variables might influence the response?

Environmental factors, like temperature, light intensity, water, and even soil conditions all could have impact on seed germination.

  1. How does the design protect against its potential influence on the response through blocking, direct control, or randomization?

We would use preliminary experiment to ensure the optimal conditions for plant growth. Despite that, we would also apply:

Direct control: All the seeds are grown in the same room and are expose to the same environmental factors so that the extraneous factors’ effects are not confounded with those of the experimental variables.

Randomization: Randomly assign the seeds to different treatment groups to ensure that the experiment does not systematically favor one treatment over another.

Replication: There is considerable amount of individuals for each treatment to achieve an adequate number of observations for each experimental condition.

  1. Statistical method (e.g. we plan to use…method to explore … We hope to have a …result)

Normally, we would apply what we learned from descriptive statistics: Calculating important statistics, like the mean heights of seedlings, and representing them in the form of a bar chart for comparison.

For the part of inference, we plan to use two-sample t-test to explore whether there is a significant difference in the effects of different plant hormones in the heights of seedlings. We hope that there is significant difference so that we could have evidence to support that one plant hormone is greater in promoting germination than the other.

We also plan to use regression analysis to explore whether there is a linear relationship between the heights of seedlings after 2 days and those after 7 days for a specific treatment group, thus implicitly see if each hormone has prolonged effect.


The Reason, Process, and Meanings behind Gregor’s Transformation in the Metamorphosis

The Metamorphosis presents a story about a man’s alienation from his family: Gregor, working arduously for his family, suddenly turns into a bug, and progressively gets abandoned by his parents and sister. However, beyond this abrupt event, Gregor already is a social “vermin” – justified by his inability to execute individuality; his transformation is, in my opinion, also a gradual process that not only symbolizes the changes in his perspectives toward his surroundings, but also the alteration of his family’s thoughts about himself.

Gregor’s transformation illustrates his problems about general isolation from modern society that put expectations to his hard-working. Long before Gregor turns into a vermin, he has wished to get equally well-treated with his colleagues and family members but fails. As Gregor says, “That’s all I’d have to try with my boss; I’d be fired on the spot. Anyway, who knows if that wouldn’t be a very good thing for me. If I didn’t hold back for my parents’ sake, I would have quit long ago.” (1.5), he is constrained by the working conditions that force him to get up early while seeing other workers enjoying their breakfast. Turning into a giant bug seems a fulfillment of his will to get rid of this job. In addition, he is the only one who can support the family, but after this transformation deprives him of the ability to work, every member attempts to expel him without considering his contribution, further suggesting his verminous position before the metamorphosis really takes place.

The establishing process of transformation stems from Gregor’s tedious lifestyle. Working as a traveling salesman, he can presumably get to know a lot of things from outside world. Instead, he complains that there cannot be long-enduring relationships with other people around this business. Besides, he cannot have the time like his family members to get relaxation from reading newspapers, playing music instruments, etc. Such monotonous life mode makes him distasteful, as depicted after his waking up: “His room, a regular human room, only a little on the small side, lay quiet between the four familiar walls.” (1.2) Though Gregor is familiar with the room, he feels uncomfortable about it, as emphasized by the phrase “regular human room”.

Despite Gregor’s literal transformation, there are more, symbolically, transformations about his entire family. His father most directly shows the outrage toward Gregor, and as he returns to his job, wearing up the clothes, he regains the authority of supporting family and controlling Gregor’s will. His mother, being stunned by the moment as she sees the vermin, feels desperate about her son’s mishap but later turns in to suppress her anxiety. What’s more is about Greta’s transformation: “She had in fact noticed that Gregor needed plenty of room to crawl around in; and on the other hand, as best she could tell, he never used the furniture at all” (2.22). As Greta notices her brother’s needs, she comes to be more decisive in taking care of Gregor, accompanying the decrease of Gregor’s agency. This is even testified later when Gregor scares the boarders away, it is Greta who makes the ultimate decision to get rid of Gregor as the family is dealing with a kitchen bug.

Summing up all the points about the why, how, and what about his transformation, Gregor is unhappy about his situations, living with a verminous lifestyle. The transformation makes him lose respect and the ability to support family, but also changes the entire family’s roles, as exemplified by Greta’s increasing agency of making decisions.

Works Cited

“The Metamorphosis.” by Franz Kafka. Trans. David Wyllie. Sweden: Wisehouse Classics, 2015. Print.

Minded Statistics Mind Map

Mind Map

Recently, we had gone through all the materials covered by AP Statistics. As our teacher announced so far, we students, as separate groups, built mind maps to generalize the entire knowledge system inside the statistics class. I saw a lot of great mind maps from other groups that not only included the necessary things we have to know, but also demonstrated these things with innovative themes, like using some objects to allude to the processes of studying statistics.

The ideals and philosophy behind our groups’ construction were also clear. We separated the learned knowledge into four parts: Collecting Data, Exploring Data, Anticipating Patterns, and Making Inferences, with each part accompanied by certain structure of the plant body, while the plant itself is similar to we students, who are going to make our way to develop understanding about statistics.

The “root” – Collecting Data – is the basis of the entire plant. It is necessary to have good research methods in order to collect, analyze, and use the data we accessed, as root needs to absorb water and minerals from the soil so that the plant can grow taller.

The “stem and leaves” – Exploring Data and Anticipating Patterns – act as support for the plant. We have to harness statistical theories and methods to describe the overall data and predict the trends. Similarly, the stem structurally maintains the plant’s overall shape, where as leaves are required to make nutrients (sugars) through photosynthesis and transport them to the whole organism.

The “flower” – Making Inferences – could be regarded as a beautiful illustration of the plant’s characteristics. We need to infer from the accessed data to get evidence so that we could make conclusions. Like the determinate growth pattern of the apical meristem to floral part should be triggered by biochemical signals and environmental stimuli.

In fact, the plant we drew is a pea plant. It was used by Mendel to conduct research about genetics. Mendel utilized a series of statistical methods, like direct control of the variables, measuring the traits of pea plants, anticipating the probability of phenotypes, and checking his hypothesis using goodness-of-fit test. It was such these statistical methods that aided his generalization of the laws of inheritance. This event, on the other hand, enlightened us to sensibly harness our understanding of statistics and thus make contribution to the development of science, technology and society.

Hope all of you could finally get the “fruits” from statistics!