Auburn National Stock Forward View

AUBN Stock  USD 23.75  0.61  2.64%   
The Naive Prediction output for Auburn National Bancorporation is derived from daily price data across the evaluation window. The error pattern reveals whether the model tracked prices consistently or diverged during volatile sessions. Parameters are re-estimated as new trading sessions are recorded, keeping the forecast current. The Naive Prediction model projects Auburn National at 23.38 for the next trading day, below the most recent closing price. Auburn National's Naive Prediction forecast is intended for short-term analytical reference.

Auburn National Cash Forecast

The forecast of Auburn National's future cash flows is built on systematic analysis of historical financial statements. Recurring patterns in Auburn National's financial data may predict future operating performance. Identifying stable patterns in Auburn National's historical data and adjusting for structural changes is the first step.
 
Cash  
 First Reported
1996-06-30
 Previous Quarter
127.82 million
 Current Value
22.34 million
 Quarterly Volatility
31.08 million
Macro event markers
 
Dot-com Bubble
 
Housing Crash
 
Credit Downgrade
 
Yuan Drop
 
Covid
 
Interest Hikes
A naive forecasting model for Auburn National is a special case of the moving average where the smoothing period is one. The forecast for Auburn National Bancorporation on a given trading day is simply the observed closing price of the previous period. Because it uses only a single lag, this model is limited to one-period-ahead forecasts.

Naive Prediction Price Forecast For the 9th of May

Over a 90-day horizon, the Naive Prediction model forecasts Auburn National at 23.38 for the next trading day, with a mean absolute deviation of 0.33 , mean absolute percentage error of 0.01 , and sum of absolute errors of 20.39 .
This represents a very tight forecast — the model closely tracks Auburn National's recent price behavior. This output is intended for short-term analytical reference.

Stock Forecast Pattern

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Forecasted Value

The next-day forecast range for Auburn National defines statistically derived downside and upside boundaries based on model performance. The projected band runs from roughly 20.72 on the downside to about 26.04 on the upside. The wide range indicates elevated uncertainty in short-term projections.
Market Value
23.75
23.38
Expected Value
26.04

Model Predictive Factors

The table below summarizes the Naive Prediction model's error metrics for Auburn National stock. Lower MAD and MAPE values indicate tighter forecast accuracy. AIC measures relative model quality — lower values indicate less information loss and a better-fitting model. A large Bias suggests systematic over- or under-prediction.
AICAkaike Information Criteria116.7689
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3343
MAPEMean absolute percentage error0.0141
SAESum of the absolute errors20.3927
The naive model produces a tight forecast range but offers no smoothing of noise or trend detection. It serves primarily as a baseline benchmark — if a more complex model cannot outperform the naive forecast, it may indicate that Auburn National price movements are largely random over the selected horizon.

Other Forecasting Options for Auburn National

Relative Strength Index values for Auburn National measure the speed and magnitude of recent price changes. Recognizing these clusters in Auburn National's returns informs position size and stop-loss calibration. Candlestick pattern analysis of Auburn National Stock daily data reveals short-term reversal or continuation signals.

Auburn National Related Equities

Auburn National's market space within the Financials space is illustrated by the firms listed below. Return on equity across these peers shows how well each firm turns capital into profit. Peer review is most informative when paired with absolute pricing and trend checks.
 Risk & Return  Correlation

Auburn National Market Strength Events

Accumulation/Distribution and Balance of Power for Auburn National reveal whether buying or selling pressure dominates recent sessions. Balance of Power trending positive indicates that buyers are consistently closing Auburn National near session highs. These signals help explain whether price direction and session structure are moving together for Auburn National.

Auburn National Risk Indicators

Risk indicator analysis for Auburn National quantifies how much price variability the stock has exhibited over the measurement window. Downside variance exceeding total variance indicates that negative moves in Auburn National have been larger or more frequent than positive ones. Mean deviation provides a more intuitive measure of typical price fluctuation than variance because it stays in the same units as Auburn National's price.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Auburn National Short Properties

Short sentiment tied to Auburn National Bancorporation matters because heavier bearish pressure can change how quickly future price expectations become unstable. The practical goal is to identify when the balance between long and short participation may be changing the quality of the setup.
Common Stock Shares Outstanding3.5 million
Cash And Short Term Investments126.51 million

More Resources for Auburn National Stock Analysis

A baseline understanding of Auburn National is formed through its financial statements and trends. These ratios help explain how earnings, efficiency, and value creation are connected.